task stringclasses 1
value | model stringclasses 6
values | params stringclasses 4
values | quant_method stringclasses 3
values | bits int64 4 16 | calibration_set stringclasses 3
values | calibration_size int64 0 512 | ppl_delta_vs_fp16 float64 0 2.07 ⌀ | vram_gb float64 1.9 17.4 ⌀ | tokens_per_sec float64 2.97 56.3 ⌀ | gpu_tier stringclasses 2
values | colab_fit stringclasses 2
values | webgpu_runnable stringclasses 1
value | hf_link stringclasses 5
values | verified_date stringdate 2026-07-30 00:00:00 2026-08-05 00:00:00 | notes stringlengths 180 562 ⌀ | status stringclasses 2
values | seed int64 0 4 | calib_seq_len int64 512 2.05k ⌀ | ppl_fp16_wt2 float64 8.13 13.9 ⌀ | ppl_quant_wt2 float64 8.42 11 ⌀ | ppl_fp16_chat float64 2.44 7.35 ⌀ | ppl_quant_chat float64 2.47 4.59 ⌀ | ppl_ctx_len int64 2.05k 2.05k | batch_size int64 1 1 | prompt_tokens int64 64 64 | gen_tokens int64 256 256 | artifact_gb float64 1.04 2.08 ⌀ | quant_time_s float64 0 1.53k ⌀ | load_backend stringclasses 3
values | torch_version stringclasses 2
values | transformers_version stringclasses 2
values | quantlib stringclasses 2
values | error stringclasses 16
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 32 | 0.8794 | 7.13 | 20.77 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n32__s2 (not pushed to HF ... | ok | 2 | 2,048 | 9.6394 | 10.5188 | 3.7135 | 3.9053 | 2,048 | 1 | 64 | 256 | 1.16 | 228.1 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 32 | 0.8245 | 7.92 | 3.86 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n32__s2 (not pushed to HF ... | ok | 2 | 2,048 | 9.0766 | 9.9011 | 3.5483 | 3.7041 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 512 | 0.8522 | 9.93 | 20.51 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n512__s0 (not pushed to H... | ok | 0 | 2,048 | 9.6394 | 10.4916 | 3.7135 | 3.8467 | 2,048 | 1 | 64 | 256 | 1.16 | 800.3 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 512 | 0.7839 | 7.92 | 3.92 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n512__s0 (not pushed to H... | ok | 0 | 2,048 | 9.0766 | 9.8605 | 3.5483 | 3.6533 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 512 | 0.8486 | 9.94 | 20.49 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n512__s1 (not pushed to H... | ok | 1 | 2,048 | 9.6394 | 10.488 | 3.7135 | 3.8539 | 2,048 | 1 | 64 | 256 | 1.16 | 807.2 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 512 | 0.7753 | 7.92 | 3.95 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n512__s1 (not pushed to H... | ok | 1 | 2,048 | 9.0766 | 9.8519 | 3.5483 | 3.6675 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 512 | 0.9302 | 9.94 | 20.66 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n512__s2 (not pushed to H... | ok | 2 | 2,048 | 9.6394 | 10.5696 | 3.7135 | 3.8615 | 2,048 | 1 | 64 | 256 | 1.16 | 805 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 512 | 0.8658 | 7.92 | 3.94 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n512__s2 (not pushed to H... | ok | 2 | 2,048 | 9.0766 | 9.9424 | 3.5483 | 3.6706 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 128 | 0.494 | 7.69 | 17.45 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n128__s0 (not pushed to HF ... | ok | 0 | 2,048 | 9.6394 | 10.1334 | 3.7135 | 4.0485 | 2,048 | 1 | 64 | 256 | 1.16 | 455.6 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 128 | 0.4323 | 7.92 | 4.58 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n128__s0 (not pushed to HF ... | ok | 0 | 2,048 | 9.0766 | 9.5089 | 3.5483 | 3.8524 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 128 | 0.4914 | 7.69 | 17.38 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n128__s1 (not pushed to HF ... | ok | 1 | 2,048 | 9.6394 | 10.1308 | 3.7135 | 4.1514 | 2,048 | 1 | 64 | 256 | 1.16 | 466.3 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 128 | 0.4471 | 7.92 | 4.76 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n128__s1 (not pushed to HF ... | ok | 1 | 2,048 | 9.0766 | 9.5237 | 3.5483 | 3.9667 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 128 | 0.5173 | 7.68 | 16.94 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n128__s2 (not pushed to HF ... | ok | 2 | 2,048 | 9.6394 | 10.1567 | 3.7135 | 4.0742 | 2,048 | 1 | 64 | 256 | 1.16 | 468.5 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 128 | 0.4563 | 7.92 | 5.05 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n128__s2 (not pushed to HF ... | ok | 2 | 2,048 | 9.0766 | 9.5329 | 3.5483 | 3.8818 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 32 | 0.586 | 6.04 | 17.86 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n32__s0 (not pushed to HF ye... | ok | 0 | 2,048 | 9.6394 | 10.2254 | 3.7135 | 4.0691 | 2,048 | 1 | 64 | 256 | 1.16 | 368.7 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 32 | 0.5063 | 5.77 | 4.87 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n32__s0 (not pushed to HF ye... | ok | 0 | 2,048 | 9.0766 | 9.5829 | 3.5483 | 3.8866 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 32 | 0.5528 | 7.13 | 17.7 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n32__s1 (not pushed to HF ye... | ok | 1 | 2,048 | 9.6394 | 10.1922 | 3.7135 | 4.0982 | 2,048 | 1 | 64 | 256 | 1.16 | 351 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 32 | 0.4967 | 6.84 | 4.28 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n32__s1 (not pushed to HF ye... | ok | 1 | 2,048 | 9.0766 | 9.5733 | 3.5483 | 3.9082 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 32 | 0.525 | 7.12 | 17.59 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n32__s2 (not pushed to HF ye... | ok | 2 | 2,048 | 9.6394 | 10.1644 | 3.7135 | 4.0954 | 2,048 | 1 | 64 | 256 | 1.16 | 346.6 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 32 | 0.4709 | 7.92 | 4.73 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n32__s2 (not pushed to HF ye... | ok | 2 | 2,048 | 9.0766 | 9.5475 | 3.5483 | 3.9029 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 512 | 0.4882 | 9.93 | 16.82 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n512__s0 (not pushed to HF ... | ok | 0 | 2,048 | 9.6394 | 10.1276 | 3.7135 | 4.0745 | 2,048 | 1 | 64 | 256 | 1.16 | 863.3 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 512 | 0.4431 | 7.92 | 4.82 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n512__s0 (not pushed to HF ... | ok | 0 | 2,048 | 9.0766 | 9.5197 | 3.5483 | 3.8926 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 512 | 0.4853 | 9.93 | 17.03 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n512__s1 (not pushed to HF ... | ok | 1 | 2,048 | 9.6394 | 10.1247 | 3.7135 | 4.0382 | 2,048 | 1 | 64 | 256 | 1.16 | 876.5 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 512 | 0.429 | 7.92 | 6.65 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n512__s1 (not pushed to HF ... | ok | 1 | 2,048 | 9.0766 | 9.5056 | 3.5483 | 3.8522 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 512 | 0.5198 | 9.94 | 17 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n512__s2 (not pushed to HF ... | ok | 2 | 2,048 | 9.6394 | 10.1592 | 3.7135 | 4.0299 | 2,048 | 1 | 64 | 256 | 1.16 | 869 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | wikitext2-train | 512 | 0.4618 | 7.92 | 6.8 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__wikitext2__n512__s2 (not pushed to HF ... | ok | 2 | 2,048 | 9.0766 | 9.5384 | 3.5483 | 3.85 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 128 | 0.6539 | 5.42 | 14.18 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen ... | ok | 0 | 512 | 8.5525 | 9.2064 | 3.8919 | 4.1255 | 2,048 | 1 | 64 | 256 | 2.08 | 631.5 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 128 | 0.6145 | 5.42 | 4.44 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen ... | ok | 0 | 512 | 8.1252 | 8.7397 | 3.7438 | 3.9722 | 2,048 | 1 | 64 | 256 | 2.08 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 128 | 0.6121 | 5.42 | 14.14 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen ... | ok | 1 | 512 | 8.5525 | 9.1646 | 3.8919 | 4.0791 | 2,048 | 1 | 64 | 256 | 2.08 | 637.8 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 128 | 0.5762 | 5.42 | 4.44 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen ... | ok | 1 | 512 | 8.1252 | 8.7014 | 3.7438 | 3.9223 | 2,048 | 1 | 64 | 256 | 2.08 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 128 | 0.6408 | 5.42 | 14.15 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen ... | ok | 2 | 512 | 8.5525 | 9.1933 | 3.8919 | 4.1345 | 2,048 | 1 | 64 | 256 | 2.08 | 633.6 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 128 | 0.5987 | 5.42 | 4.44 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen ... | ok | 2 | 512 | 8.1252 | 8.7239 | 3.7438 | 3.9824 | 2,048 | 1 | 64 | 256 | 2.08 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 32 | 0.6582 | 5.42 | 14.16 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | ok | 0 | 512 | 8.5525 | 9.2107 | 3.8919 | 4.1373 | 2,048 | 1 | 64 | 256 | 2.08 | 459.7 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 32 | 0.6207 | 5.42 | 4.47 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | ok | 0 | 512 | 8.1252 | 8.7459 | 3.7438 | 3.9767 | 2,048 | 1 | 64 | 256 | 2.08 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 32 | 0.6013 | 5.42 | 14.14 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | ok | 1 | 512 | 8.5525 | 9.1538 | 3.8919 | 4.1076 | 2,048 | 1 | 64 | 256 | 2.08 | 433.3 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 32 | 0.5626 | 5.42 | 4.45 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | ok | 1 | 512 | 8.1252 | 8.6878 | 3.7438 | 3.9602 | 2,048 | 1 | 64 | 256 | 2.08 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 32 | 0.6236 | 5.42 | 14.15 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | ok | 2 | 512 | 8.5525 | 9.1761 | 3.8919 | 4.1484 | 2,048 | 1 | 64 | 256 | 2.08 | 455.6 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 32 | 0.5782 | 5.42 | 4.43 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | ok | 2 | 512 | 8.1252 | 8.7034 | 3.7438 | 3.9943 | 2,048 | 1 | 64 | 256 | 2.08 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen ... | failed | 0 | 512 | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | OutOfMemoryError('CUDA out of memory. Tried to allocate 4.96 GiB. GPU 0 has a total capacity of 22.06 GiB of which 419.44 MiB is free. Process 1 has 21.64 GiB memory in use. Of the allocated memory 16.42 GiB is allocated by PyTorch, and 4.92 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory... |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen ... | failed | 1 | 512 | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | OutOfMemoryError('CUDA out of memory. Tried to allocate 4.87 GiB. GPU 0 has a total capacity of 22.06 GiB of which 4.56 GiB is free. Process 1 has 17.49 GiB memory in use. Of the allocated memory 16.76 GiB is allocated by PyTorch, and 436.95 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory... |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen ... | failed | 2 | 512 | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | OutOfMemoryError('CUDA out of memory. Tried to allocate 4.91 GiB. GPU 0 has a total capacity of 22.06 GiB of which 3.35 GiB is free. Process 1 has 18.70 GiB memory in use. Of the allocated memory 16.86 GiB is allocated by PyTorch, and 1.54 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory i... |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 128 | 0.5527 | 5.42 | 14.17 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | ok | 0 | 512 | 8.5525 | 9.1052 | 3.8919 | 4.1833 | 2,048 | 1 | 64 | 256 | 2.08 | 635.4 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 128 | 0.5067 | 5.42 | 4.65 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | ok | 0 | 512 | 8.1252 | 8.6319 | 3.7438 | 4.0462 | 2,048 | 1 | 64 | 256 | 2.08 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 128 | 0.5184 | 5.42 | 14.22 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | ok | 1 | 512 | 8.5525 | 9.0709 | 3.8919 | 4.0834 | 2,048 | 1 | 64 | 256 | 2.08 | 615.6 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 128 | 0.4903 | 5.42 | 4.65 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | ok | 1 | 512 | 8.1252 | 8.6155 | 3.7438 | 3.9314 | 2,048 | 1 | 64 | 256 | 2.08 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 128 | 0.5045 | 5.42 | 14.14 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | ok | 2 | 512 | 8.5525 | 9.057 | 3.8919 | 4.1382 | 2,048 | 1 | 64 | 256 | 2.08 | 625 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 128 | 0.4714 | 5.42 | 4.65 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | ok | 2 | 512 | 8.1252 | 8.5966 | 3.7438 | 3.9895 | 2,048 | 1 | 64 | 256 | 2.08 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 32 | 0.4937 | 5.42 | 14.17 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Re... | ok | 0 | 512 | 8.5525 | 9.0462 | 3.8919 | 4.1792 | 2,048 | 1 | 64 | 256 | 2.08 | 462.2 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 32 | 0.4563 | 5.42 | 4.65 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Re... | ok | 0 | 512 | 8.1252 | 8.5815 | 3.7438 | 4.0172 | 2,048 | 1 | 64 | 256 | 2.08 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 32 | 0.5522 | 5.42 | 14.21 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Re... | ok | 1 | 512 | 8.5525 | 9.1047 | 3.8919 | 4.0982 | 2,048 | 1 | 64 | 256 | 2.08 | 458.3 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 32 | 0.5297 | 5.42 | 4.65 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Re... | ok | 1 | 512 | 8.1252 | 8.6549 | 3.7438 | 3.9353 | 2,048 | 1 | 64 | 256 | 2.08 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 32 | 0.4826 | 5.42 | 14.19 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Re... | ok | 2 | 512 | 8.5525 | 9.0351 | 3.8919 | 4.1126 | 2,048 | 1 | 64 | 256 | 2.08 | 456.5 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 32 | 0.4501 | 5.42 | 4.65 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Re... | ok | 2 | 512 | 8.1252 | 8.5753 | 3.7438 | 3.948 | 2,048 | 1 | 64 | 256 | 2.08 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | failed | 0 | 512 | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | OutOfMemoryError('CUDA out of memory. Tried to allocate 4.72 GiB. GPU 0 has a total capacity of 22.06 GiB of which 1.27 GiB is free. Process 1 has 20.78 GiB memory in use. Of the allocated memory 15.79 GiB is allocated by PyTorch, and 4.69 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory i... |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | failed | 1 | 512 | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | OutOfMemoryError('CUDA out of memory. Tried to allocate 4.71 GiB. GPU 0 has a total capacity of 22.06 GiB of which 427.44 MiB is free. Process 1 has 21.63 GiB memory in use. Of the allocated memory 16.48 GiB is allocated by PyTorch, and 4.85 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory... |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | awq | 4 | wikitext2-train | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen R... | failed | 2 | 512 | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | OutOfMemoryError('CUDA out of memory. Tried to allocate 4.62 GiB. GPU 0 has a total capacity of 22.06 GiB of which 411.44 MiB is free. Process 1 has 21.65 GiB memory in use. Of the allocated memory 17.10 GiB is allocated by PyTorch, and 4.25 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory... |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | none-fp16 | 16 | none | 0 | 0 | 9.49 | 27.82 | A10 | n/a | [UNVERIFIED] | https://huggingface.co/Qwen/Qwen2.5-3B-Instruct | 2026-08-01 | fp16 reference row for the awq stack; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NOT auto-published, rows only, pending licen... | ok | 0 | null | 8.5525 | null | 3.8919 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | none-fp16 | 16 | none | 0 | 0 | 9.49 | 24.86 | T4 | yes | [UNVERIFIED] | https://huggingface.co/Qwen/Qwen2.5-3B-Instruct | 2026-08-01 | fp16 reference row for the awq stack; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NOT auto-published, rows only, pending licen... | ok | 0 | null | 8.1252 | null | 3.7438 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | none-fp16 | 16 | none | 0 | 0 | 9.49 | 34.78 | A10 | n/a | [UNVERIFIED] | https://huggingface.co/Qwen/Qwen2.5-3B-Instruct | 2026-07-31 | fp16 reference row for the gptq stack; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NOT auto-published, rows only, pending lice... | ok | 0 | null | 8.5524 | null | 3.8919 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | none-fp16 | 16 | none | 0 | 0 | 9.49 | 18.55 | T4 | yes | [UNVERIFIED] | https://huggingface.co/Qwen/Qwen2.5-3B-Instruct | 2026-07-31 | fp16 reference row for the gptq stack; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NOT auto-published, rows only, pending lice... | ok | 0 | null | 8.1254 | null | 3.7439 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 128 | 0.657 | 14.37 | 16.56 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights N... | ok | 0 | 2,048 | 8.5524 | 9.2094 | 3.8919 | 4.0304 | 2,048 | 1 | 64 | 256 | 2.08 | 582.2 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 128 | 0.5998 | 11.34 | 2.97 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights N... | ok | 0 | 2,048 | 8.1254 | 8.7252 | 3.7439 | 3.8578 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 128 | 0.6619 | 14.37 | 16.62 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights N... | ok | 1 | 2,048 | 8.5524 | 9.2143 | 3.8919 | 4.0429 | 2,048 | 1 | 64 | 256 | 2.08 | 577.1 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 128 | 0.6128 | 7.49 | 4.28 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights N... | ok | 1 | 2,048 | 8.1254 | 8.7382 | 3.7439 | 3.8838 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 128 | 0.6432 | 12.45 | 16 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights N... | ok | 2 | 2,048 | 8.5524 | 9.1956 | 3.8919 | 4.0604 | 2,048 | 1 | 64 | 256 | 2.08 | 598.2 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 128 | 0.5778 | 9.41 | 4.04 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights N... | ok | 2 | 2,048 | 8.1254 | 8.7032 | 3.7439 | 3.8897 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 32 | 0.8183 | 11.69 | 16.25 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 0 | 2,048 | 8.5524 | 9.3707 | 3.8919 | 4.0696 | 2,048 | 1 | 64 | 256 | 2.08 | 402.1 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 32 | 0.7669 | 7.49 | 4 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 0 | 2,048 | 8.1254 | 8.8923 | 3.7439 | 3.8965 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 32 | 0.7619 | 13.62 | 16.1 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 1 | 2,048 | 8.5524 | 9.3143 | 3.8919 | 4.099 | 2,048 | 1 | 64 | 256 | 2.08 | 390.6 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 32 | 0.7086 | 9.41 | 3.79 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 1 | 2,048 | 8.1254 | 8.834 | 3.7439 | 3.9325 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 32 | 0.6978 | 13.62 | 16.3 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 2 | 2,048 | 8.5524 | 9.2502 | 3.8919 | 4.0731 | 2,048 | 1 | 64 | 256 | 2.08 | 397.6 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 32 | 0.6379 | 11.34 | 3.68 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 2 | 2,048 | 8.1254 | 8.7633 | 3.7439 | 3.8894 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 512 | 0.6588 | 17.38 | 15.91 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights N... | ok | 0 | 2,048 | 8.5524 | 9.2112 | 3.8919 | 4.0624 | 2,048 | 1 | 64 | 256 | 2.08 | 1,453.5 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 512 | 0.6137 | 11.34 | 4.12 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights N... | ok | 0 | 2,048 | 8.1254 | 8.7391 | 3.7439 | 3.8958 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 512 | 0.594 | 15.45 | 14.97 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights N... | ok | 1 | 2,048 | 8.5524 | 9.1464 | 3.8919 | 4.0193 | 2,048 | 1 | 64 | 256 | 2.08 | 1,528.3 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 512 | 0.559 | 11.34 | 4.05 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights N... | ok | 1 | 2,048 | 8.1254 | 8.6844 | 3.7439 | 3.8559 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 512 | 0.5727 | 17.38 | 12.76 | A10 | n/a | [UNVERIFIED] | null | 2026-08-01 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights N... | ok | 2 | 2,048 | 8.5524 | 9.1251 | 3.8919 | 4.046 | 2,048 | 1 | 64 | 256 | 2.08 | 1,482.9 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 512 | 0.5157 | 11.34 | 4.18 | T4 | yes | [UNVERIFIED] | null | 2026-08-01 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights N... | ok | 2 | 2,048 | 8.1254 | 8.6411 | 3.7439 | 3.8864 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 128 | 0.3635 | 10.52 | 16.21 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 0 | 2,048 | 8.5524 | 8.9159 | 3.8919 | 4.0506 | 2,048 | 1 | 64 | 256 | 2.08 | 611.7 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 128 | 0.3163 | 7.49 | 3.43 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 0 | 2,048 | 8.1254 | 8.4417 | 3.7439 | 3.8878 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 128 | 0.4071 | 10.52 | 16.18 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 1 | 2,048 | 8.5524 | 8.9595 | 3.8919 | 4.0664 | 2,048 | 1 | 64 | 256 | 2.08 | 607.5 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 128 | 0.3527 | 9.41 | 4.51 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 1 | 2,048 | 8.1254 | 8.4781 | 3.7439 | 3.8934 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 128 | 0.3796 | 10.52 | 16.07 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 2 | 2,048 | 8.5524 | 8.932 | 3.8919 | 4.0983 | 2,048 | 1 | 64 | 256 | 2.08 | 642.5 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 128 | 0.3336 | 11.34 | 4.6 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 2 | 2,048 | 8.1254 | 8.459 | 3.7439 | 3.9207 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 128 | 0.3901 | 8.59 | 17.06 | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=3; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 3 | 2,048 | 8.5524 | 8.9425 | 3.8919 | 3.998 | 2,048 | 1 | 64 | 256 | 2.08 | 626.6 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 128 | 0.5251 | 10.52 | 16.57 | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=128 seed=4; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 4 | 2,048 | 8.5524 | 9.0775 | 3.8919 | 4.0774 | 2,048 | 1 | 64 | 256 | 2.08 | 623.3 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 32 | 0.479 | 7.84 | 16.78 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NOT... | ok | 0 | 2,048 | 8.5524 | 9.0314 | 3.8919 | 4.0966 | 2,048 | 1 | 64 | 256 | 2.08 | 413 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 32 | 0.4106 | 7.51 | 3.14 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NOT... | ok | 0 | 2,048 | 8.1254 | 8.536 | 3.7439 | 3.9489 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 32 | 0.4861 | 9.76 | 16.76 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NOT... | ok | 1 | 2,048 | 8.5524 | 9.0385 | 3.8919 | 4.1359 | 2,048 | 1 | 64 | 256 | 2.08 | 381.9 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 32 | 0.4199 | 9.42 | 3.1 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NOT... | ok | 1 | 2,048 | 8.1254 | 8.5453 | 3.7439 | 3.9758 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 32 | 0.4816 | 9.76 | 16.3 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NOT... | ok | 2 | 2,048 | 8.5524 | 9.034 | 3.8919 | 4.0383 | 2,048 | 1 | 64 | 256 | 2.08 | 398.1 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 32 | 0.4243 | 11.34 | 3.08 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NOT... | ok | 2 | 2,048 | 8.1254 | 8.5497 | 3.7439 | 3.893 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 512 | 0.3514 | 7.49 | 16.28 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 0 | 2,048 | 8.5524 | 8.9038 | 3.8919 | 4.026 | 2,048 | 1 | 64 | 256 | 2.08 | 0 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 512 | 0.3096 | 11.34 | 3 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 0 | 2,048 | 8.1254 | 8.435 | 3.7439 | 3.8748 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 512 | 0.355 | 13.52 | 16.75 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 1 | 2,048 | 8.5524 | 8.9074 | 3.8919 | 4.017 | 2,048 | 1 | 64 | 256 | 2.08 | 1,469.1 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 512 | 0.315 | 7.49 | 3.8 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 1 | 2,048 | 8.1254 | 8.4404 | 3.7439 | 3.8485 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 512 | 0.3473 | 15.45 | 16.68 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 2 | 2,048 | 8.5524 | 8.8997 | 3.8919 | 4.0031 | 2,048 | 1 | 64 | 256 | 2.08 | 1,479.2 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 512 | 0.2965 | 11.34 | 2.97 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=wikitext2 n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); Qwen Research licence (card license: other), not Apache-2.0 like the 1.5B — quantized weights NO... | ok | 2 | 2,048 | 8.1254 | 8.4219 | 3.7439 | 3.8399 | 2,048 | 1 | 64 | 256 | 2.08 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | openhermes-2.5 | 128 | 0.6131 | 2.11 | 19.01 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 0 | 512 | 8.8855 | 9.4986 | 3.8045 | 3.8483 | 2,048 | 1 | 64 | 256 | 1.04 | 412.3 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | openhermes-2.5 | 128 | 0.6035 | 2.11 | 7.01 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 0 | 512 | 8.6432 | 9.2467 | 3.6406 | 3.6776 | 2,048 | 1 | 64 | 256 | 1.04 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
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