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 | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | openhermes-2.5 | 128 | 0.6466 | 2.11 | 19.09 | 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=1; 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 | 1 | 512 | 8.8855 | 9.5321 | 3.8045 | 3.8828 | 2,048 | 1 | 64 | 256 | 1.04 | 420.1 | 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 | 0.6221 | 2.11 | 7.02 | 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=1; 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 | 1 | 512 | 8.6432 | 9.2653 | 3.6406 | 3.7084 | 2,048 | 1 | 64 | 256 | 1.04 | null | 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 | 0.6673 | 2.11 | 19.04 | 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=2; 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 | 2 | 512 | 8.8855 | 9.5528 | 3.8045 | 3.9742 | 2,048 | 1 | 64 | 256 | 1.04 | 380.8 | 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 | 0.6449 | 2.11 | 7.02 | 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=2; 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 | 2 | 512 | 8.6432 | 9.2881 | 3.6406 | 3.7948 | 2,048 | 1 | 64 | 256 | 1.04 | null | 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 | 32 | 0.676 | 2.11 | 19.06 | 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=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); artifa... | ok | 0 | 512 | 8.8855 | 9.5615 | 3.8045 | 3.9936 | 2,048 | 1 | 64 | 256 | 1.04 | 266.6 | 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 | 32 | 0.6662 | 2.11 | 7 | 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=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); artifa... | ok | 0 | 512 | 8.6432 | 9.3094 | 3.6406 | 3.8193 | 2,048 | 1 | 64 | 256 | 1.04 | null | 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 | 32 | 0.6454 | 2.11 | 19.05 | 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=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); artifa... | ok | 1 | 512 | 8.8855 | 9.5309 | 3.8045 | 3.9428 | 2,048 | 1 | 64 | 256 | 1.04 | 269.5 | 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 | 32 | 0.6255 | 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=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); artifa... | ok | 1 | 512 | 8.6432 | 9.2687 | 3.6406 | 3.7675 | 2,048 | 1 | 64 | 256 | 1.04 | null | 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 | 32 | 0.6671 | 2.11 | 19.12 | 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=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); artifa... | ok | 2 | 512 | 8.8855 | 9.5526 | 3.8045 | 4.0013 | 2,048 | 1 | 64 | 256 | 1.04 | 266.2 | 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 | 32 | 0.6416 | 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=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); artifa... | ok | 2 | 512 | 8.6432 | 9.2848 | 3.6406 | 3.8198 | 2,048 | 1 | 64 | 256 | 1.04 | null | 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 | 512 | 0.6047 | 2.11 | 19.23 | 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=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); artif... | ok | 0 | 512 | 8.8855 | 9.4902 | 3.8045 | 3.8287 | 2,048 | 1 | 64 | 256 | 1.04 | 979.5 | 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 | 512 | 0.584 | 2.11 | 7.02 | 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=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); artif... | ok | 0 | 512 | 8.6432 | 9.2272 | 3.6406 | 3.6586 | 2,048 | 1 | 64 | 256 | 1.04 | null | 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 | 512 | 0.6152 | 2.11 | 18.95 | 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=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); artif... | ok | 1 | 512 | 8.8855 | 9.5007 | 3.8045 | 3.9207 | 2,048 | 1 | 64 | 256 | 1.04 | 902.8 | 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 | 512 | 0.5954 | 2.11 | 7.03 | 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=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); artif... | ok | 1 | 512 | 8.6432 | 9.2386 | 3.6406 | 3.7433 | 2,048 | 1 | 64 | 256 | 1.04 | null | 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 | 512 | 0.7053 | 2.11 | 19.78 | 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=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); artif... | ok | 2 | 512 | 8.8855 | 9.5908 | 3.8045 | 3.9423 | 2,048 | 1 | 64 | 256 | 1.04 | 877.7 | 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 | 512 | 0.6827 | 2.11 | 7.02 | 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=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); artif... | ok | 2 | 512 | 8.6432 | 9.3259 | 3.6406 | 3.7657 | 2,048 | 1 | 64 | 256 | 1.04 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 128 | 0.6489 | 2.11 | 19.21 | 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=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); artifa... | ok | 0 | 512 | 8.8855 | 9.5344 | 3.8045 | 3.8875 | 2,048 | 1 | 64 | 256 | 1.04 | 388.7 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 128 | 0.627 | 2.11 | 7.98 | 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=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); artifa... | ok | 0 | 512 | 8.6432 | 9.2702 | 3.6406 | 3.7164 | 2,048 | 1 | 64 | 256 | 1.04 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 128 | 0.6448 | 2.11 | 19.26 | 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=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); artifa... | ok | 1 | 512 | 8.8855 | 9.5303 | 3.8045 | 3.9229 | 2,048 | 1 | 64 | 256 | 1.04 | 398.6 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 128 | 0.6203 | 2.11 | 7.99 | 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=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); artifa... | ok | 1 | 512 | 8.6432 | 9.2635 | 3.6406 | 3.7498 | 2,048 | 1 | 64 | 256 | 1.04 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 128 | 0.6299 | 2.11 | 19.28 | 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=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); artifa... | ok | 2 | 512 | 8.8855 | 9.5154 | 3.8045 | 3.9562 | 2,048 | 1 | 64 | 256 | 1.04 | 394.3 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 128 | 0.5947 | 2.11 | 8 | 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=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); artifa... | ok | 2 | 512 | 8.6432 | 9.2379 | 3.6406 | 3.7867 | 2,048 | 1 | 64 | 256 | 1.04 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 32 | 0.6492 | 2.11 | 19.49 | 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=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); artifac... | ok | 0 | 512 | 8.8855 | 9.5347 | 3.8045 | 4.0276 | 2,048 | 1 | 64 | 256 | 1.04 | 258.9 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 32 | 0.6249 | 2.11 | 7.98 | 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=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); artifac... | ok | 0 | 512 | 8.6432 | 9.2681 | 3.6406 | 3.8504 | 2,048 | 1 | 64 | 256 | 1.04 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 32 | 0.6284 | 2.11 | 19.23 | 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=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); artifac... | ok | 1 | 512 | 8.8855 | 9.5139 | 3.8045 | 3.8459 | 2,048 | 1 | 64 | 256 | 1.04 | 252.1 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 32 | 0.6101 | 2.11 | 7.97 | 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=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); artifac... | ok | 1 | 512 | 8.6432 | 9.2533 | 3.6406 | 3.6732 | 2,048 | 1 | 64 | 256 | 1.04 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 32 | 0.6314 | 2.11 | 19.16 | 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=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); artifac... | ok | 2 | 512 | 8.8855 | 9.5169 | 3.8045 | 3.9277 | 2,048 | 1 | 64 | 256 | 1.04 | 258.8 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 32 | 0.5972 | 2.11 | 7.97 | 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=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); artifac... | ok | 2 | 512 | 8.6432 | 9.2404 | 3.6406 | 3.7497 | 2,048 | 1 | 64 | 256 | 1.04 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 512 | 0.6725 | 2.11 | 19.49 | 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=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); artifa... | ok | 0 | 512 | 8.8855 | 9.558 | 3.8045 | 4.0209 | 2,048 | 1 | 64 | 256 | 1.04 | 914.9 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 512 | 0.6445 | 2.11 | 7.98 | 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=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); artifa... | ok | 0 | 512 | 8.6432 | 9.2877 | 3.6406 | 3.8471 | 2,048 | 1 | 64 | 256 | 1.04 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 512 | 0.6235 | 2.11 | 19.58 | 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=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); artifa... | ok | 1 | 512 | 8.8855 | 9.509 | 3.8045 | 4.0733 | 2,048 | 1 | 64 | 256 | 1.04 | 942 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 512 | 0.5963 | 2.11 | 7.96 | 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=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); artifa... | ok | 1 | 512 | 8.6432 | 9.2395 | 3.6406 | 3.8945 | 2,048 | 1 | 64 | 256 | 1.04 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 512 | 0.6451 | 2.11 | 19.63 | 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=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); artifa... | ok | 2 | 512 | 8.8855 | 9.5306 | 3.8045 | 3.9847 | 2,048 | 1 | 64 | 256 | 1.04 | 882.6 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | awq | 4 | wikitext2-train | 512 | 0.6064 | 2.11 | 7.97 | 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=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); artifa... | ok | 2 | 512 | 8.6432 | 9.2496 | 3.6406 | 3.805 | 2,048 | 1 | 64 | 256 | 1.04 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | none-fp16 | 16 | none | 0 | 0 | 5.08 | 56.34 | A10 | n/a | [UNVERIFIED] | https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-Instruct | 2026-07-31 | 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) | ok | 0 | null | 8.8855 | null | 3.8045 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | none-fp16 | 16 | none | 0 | 0 | 5.08 | 43.11 | T4 | yes | [UNVERIFIED] | https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-Instruct | 2026-07-31 | 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) | ok | 0 | null | 8.6432 | null | 3.6406 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | none-fp16 | 16 | none | 0 | 0 | 5.08 | 54.76 | A10 | n/a | [UNVERIFIED] | https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-Instruct | 2026-07-30 | 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) | ok | 0 | null | 8.8857 | null | 3.8311 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | none-fp16 | 16 | none | 0 | 0 | 5.08 | 44.71 | T4 | yes | [UNVERIFIED] | https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-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) | ok | 0 | null | 8.6439 | null | 3.6571 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 128 | 1.939 | 5.88 | 26.18 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n128__s0 (not pushed to ... | ok | 0 | 2,048 | 8.8857 | 10.8247 | 3.8311 | 4.4078 | 2,048 | 1 | 64 | 256 | 1.04 | 325.3 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 128 | 1.8193 | 6.06 | 5.73 | T4 | yes | [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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n128__s0 (not pushed to ... | ok | 0 | 2,048 | 8.6439 | 10.4632 | 3.6571 | 4.216 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 128 | 1.9257 | 5.88 | 25.22 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n128__s1 (not pushed to ... | ok | 1 | 2,048 | 8.8857 | 10.8114 | 3.8311 | 4.4261 | 2,048 | 1 | 64 | 256 | 1.04 | 334.7 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 128 | 1.8308 | 6.06 | 5.44 | T4 | yes | [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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n128__s1 (not pushed to ... | ok | 1 | 2,048 | 8.6439 | 10.4747 | 3.6571 | 4.224 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 128 | 1.9639 | 5.88 | 26.85 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n128__s2 (not pushed to ... | ok | 2 | 2,048 | 8.8857 | 10.8496 | 3.8311 | 4.4043 | 2,048 | 1 | 64 | 256 | 1.04 | 333.4 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 128 | 1.8789 | 6.06 | 5.36 | T4 | yes | [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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n128__s2 (not pushed to ... | ok | 2 | 2,048 | 8.6439 | 10.5228 | 3.6571 | 4.2072 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 32 | 2.0724 | 4.17 | 27.34 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n32__s0 (not pushed to HF... | ok | 0 | 2,048 | 8.8857 | 10.9581 | 3.8311 | 4.3634 | 2,048 | 1 | 64 | 256 | 1.04 | 235.9 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 32 | 1.9663 | 4.12 | 5.46 | T4 | yes | [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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n32__s0 (not pushed to HF... | ok | 0 | 2,048 | 8.6439 | 10.6102 | 3.6571 | 4.178 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 32 | 1.9419 | 5.13 | 27.11 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n32__s1 (not pushed to HF... | ok | 1 | 2,048 | 8.8857 | 10.8276 | 3.8311 | 4.4556 | 2,048 | 1 | 64 | 256 | 1.04 | 215.3 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 32 | 1.8735 | 5.09 | 5.63 | T4 | yes | [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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n32__s1 (not pushed to HF... | ok | 1 | 2,048 | 8.6439 | 10.5174 | 3.6571 | 4.2659 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 32 | 1.9836 | 5.13 | 27.15 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n32__s2 (not pushed to HF... | ok | 2 | 2,048 | 8.8857 | 10.8693 | 3.8311 | 4.3929 | 2,048 | 1 | 64 | 256 | 1.04 | 209.5 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 32 | 1.9133 | 6.06 | 5.32 | T4 | yes | [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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n32__s2 (not pushed to HF... | ok | 2 | 2,048 | 8.6439 | 10.5572 | 3.6571 | 4.203 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 512 | 1.863 | 8.88 | 26.41 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n512__s0 (not pushed to ... | ok | 0 | 2,048 | 8.8857 | 10.7487 | 3.8311 | 4.4299 | 2,048 | 1 | 64 | 256 | 1.04 | 770.3 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 512 | 1.7624 | 6.06 | 5.61 | T4 | yes | [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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__openhermes__n512__s0 (not pushed to ... | ok | 0 | 2,048 | 8.6439 | 10.4063 | 3.6571 | 4.231 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 512 | 1.9484 | 8.88 | 26.5 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | 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/smollm2-1p7b__gptq__openhermes__n512__s1 (not pushed to ... | ok | 1 | 2,048 | 8.8857 | 10.8341 | 3.8311 | 4.477 | 2,048 | 1 | 64 | 256 | 1.04 | 766.9 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 512 | 1.8403 | 6.06 | 6.54 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | 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/smollm2-1p7b__gptq__openhermes__n512__s1 (not pushed to ... | ok | 1 | 2,048 | 8.6439 | 10.4842 | 3.6571 | 4.272 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 512 | 1.8519 | 8.88 | 26.54 | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | 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/smollm2-1p7b__gptq__openhermes__n512__s2 (not pushed to ... | ok | 2 | 2,048 | 8.8857 | 10.7376 | 3.8311 | 4.4041 | 2,048 | 1 | 64 | 256 | 1.04 | 764.3 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | openhermes-2.5 | 512 | 1.7701 | 4.12 | 7.15 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | 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/smollm2-1p7b__gptq__openhermes__n512__s2 (not pushed to ... | ok | 2 | 2,048 | 8.6439 | 10.414 | 3.6571 | 4.2171 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 128 | 0.9734 | 5.88 | 25.38 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n128__s0 (not pushed to HF... | ok | 0 | 2,048 | 8.8857 | 9.8591 | 3.8311 | 4.1542 | 2,048 | 1 | 64 | 256 | 1.04 | 342.4 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 128 | 0.9333 | 6.06 | 9.25 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n128__s0 (not pushed to HF... | ok | 0 | 2,048 | 8.6439 | 9.5772 | 3.6571 | 3.9585 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 128 | 0.9935 | 5.88 | 25.52 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n128__s1 (not pushed to HF... | ok | 1 | 2,048 | 8.8857 | 9.8792 | 3.8311 | 4.1969 | 2,048 | 1 | 64 | 256 | 1.04 | 339.2 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 128 | 0.9368 | 6.06 | 9.56 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n128__s1 (not pushed to HF... | ok | 1 | 2,048 | 8.6439 | 9.5807 | 3.6571 | 3.9873 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 128 | 0.9669 | 5.88 | 25.59 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n128__s2 (not pushed to HF... | ok | 2 | 2,048 | 8.8857 | 9.8526 | 3.8311 | 4.3917 | 2,048 | 1 | 64 | 256 | 1.04 | 338.3 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 128 | 0.9175 | 6.06 | 8.48 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n128__s2 (not pushed to HF... | ok | 2 | 2,048 | 8.6439 | 9.5614 | 3.6571 | 4.2065 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 32 | 1.0079 | 4.17 | 26.07 | 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/smollm2-1p7b__gptq__wikitext2__n32__s0 (not pushed to HF y... | ok | 0 | 2,048 | 8.8857 | 9.8936 | 3.8311 | 4.1701 | 2,048 | 1 | 64 | 256 | 1.04 | 297.1 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 32 | 0.9477 | 4.12 | 7.96 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n32__s0 (not pushed to HF y... | ok | 0 | 2,048 | 8.6439 | 9.5916 | 3.6571 | 3.9787 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 32 | 0.9786 | 5.13 | 25.23 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n32__s1 (not pushed to HF y... | ok | 1 | 2,048 | 8.8857 | 9.8643 | 3.8311 | 4.2721 | 2,048 | 1 | 64 | 256 | 1.04 | 229.5 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 32 | 0.9267 | 5.09 | 8.62 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n32__s1 (not pushed to HF y... | ok | 1 | 2,048 | 8.6439 | 9.5706 | 3.6571 | 4.0779 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 32 | 1.0117 | 5.13 | 25.96 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n32__s2 (not pushed to HF y... | ok | 2 | 2,048 | 8.8857 | 9.8974 | 3.8311 | 4.5938 | 2,048 | 1 | 64 | 256 | 1.04 | 238.7 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 32 | 0.9475 | 6.06 | 8.76 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n32__s2 (not pushed to HF y... | ok | 2 | 2,048 | 8.6439 | 9.5914 | 3.6571 | 4.479 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 512 | 0.9481 | 8.88 | 25.39 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n512__s0 (not pushed to HF... | ok | 0 | 2,048 | 8.8857 | 9.8338 | 3.8311 | 4.1974 | 2,048 | 1 | 64 | 256 | 1.04 | 783.7 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 512 | 0.896 | 6.06 | 8.73 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n512__s0 (not pushed to HF... | ok | 0 | 2,048 | 8.6439 | 9.5399 | 3.6571 | 4.0159 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 512 | 0.9528 | 8.88 | 25.46 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n512__s1 (not pushed to HF... | ok | 1 | 2,048 | 8.8857 | 9.8385 | 3.8311 | 4.1562 | 2,048 | 1 | 64 | 256 | 1.04 | 787.5 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 512 | 0.8861 | 4.12 | 7.56 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n512__s1 (not pushed to HF... | ok | 1 | 2,048 | 8.6439 | 9.53 | 3.6571 | 3.9546 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 512 | 0.9895 | 8.88 | 25.25 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n512__s2 (not pushed to HF... | ok | 2 | 2,048 | 8.8857 | 9.8752 | 3.8311 | 4.1749 | 2,048 | 1 | 64 | 256 | 1.04 | 801.7 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM2-1.7B-Instruct | 1.7B | gptq | 4 | wikitext2-train | 512 | 0.9491 | 5.09 | 5.57 | 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); artifact modal vol quant-bench:/quants/smollm2-1p7b__gptq__wikitext2__n512__s2 (not pushed to HF... | ok | 2 | 2,048 | 8.6439 | 9.593 | 3.6571 | 3.9825 | 2,048 | 1 | 64 | 256 | 1.04 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | openhermes-2.5 | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | openhermes-2.5 | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | openhermes-2.5 | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | openhermes-2.5 | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | openhermes-2.5 | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | openhermes-2.5 | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | openhermes-2.5 | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | openhermes-2.5 | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | openhermes-2.5 | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | wikitext2-train | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | wikitext2-train | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | wikitext2-train | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | wikitext2-train | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | wikitext2-train | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | awq | 4 | wikitext2-train | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | none-fp16 | 16 | none | 0 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('ValueError: The checkpoint you are trying to load has model type `smollm3` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.\n\nYou can update Transformers with the co... |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | none-fp16 | 16 | none | 0 | 0 | 8.79 | 31.05 | A10 | n/a | [UNVERIFIED] | https://huggingface.co/HuggingFaceTB/SmolLM3-3B | 2026-08-01 | 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); SmolLM3 arch (model_type smollm3) needs transformers>=4.53; the AWQ stack pins 4.51.3, so AWQ-stack runs are expected to fail at load | ok | 0 | null | 9.0125 | null | 2.4375 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | none-fp16 | 16 | none | 0 | 0 | 8.79 | 23.25 | T4 | yes | [UNVERIFIED] | https://huggingface.co/HuggingFaceTB/SmolLM3-3B | 2026-08-01 | 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); SmolLM3 arch (model_type smollm3) needs transformers>=4.53; the AWQ stack pins 4.51.3, so AWQ-stack runs are expected to fail at load | ok | 0 | null | 8.7578 | null | 2.4843 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | gptq | 4 | openhermes-2.5 | 128 | 0.697 | 11.48 | 15.31 | A10 | n/a | [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); SmolLM3 arch (model_type smollm3) needs transformers>=4.53; the AWQ stack pins 4.51.3, so AWQ-s... | ok | 0 | 2,048 | 9.0125 | 9.7095 | 2.4375 | 2.4794 | 2,048 | 1 | 64 | 256 | 2.01 | 819.7 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | gptq | 4 | openhermes-2.5 | 128 | null | null | null | T4 | n/a | [UNVERIFIED] | null | 2026-08-01 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | gptqmodel-7.3.2 | ValueError('No compatible quant linear was found for this module: SmolLM3ForCausalLM') |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | gptq | 4 | openhermes-2.5 | 128 | 0.699 | 11.48 | 15.25 | A10 | n/a | [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); SmolLM3 arch (model_type smollm3) needs transformers>=4.53; the AWQ stack pins 4.51.3, so AWQ-s... | ok | 1 | 2,048 | 9.0125 | 9.7115 | 2.4375 | 2.4918 | 2,048 | 1 | 64 | 256 | 2.01 | 814.3 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | gptq | 4 | openhermes-2.5 | 128 | null | null | null | T4 | n/a | [UNVERIFIED] | null | 2026-08-01 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | gptqmodel-7.3.2 | ValueError('No compatible quant linear was found for this module: SmolLM3ForCausalLM') |
text-generation | HuggingFaceTB/SmolLM3-3B | 3B | gptq | 4 | openhermes-2.5 | 128 | 0.714 | 11.48 | 15.27 | A10 | n/a | [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); SmolLM3 arch (model_type smollm3) needs transformers>=4.53; the AWQ stack pins 4.51.3, so AWQ-s... | ok | 2 | 2,048 | 9.0125 | 9.7265 | 2.4375 | 2.471 | 2,048 | 1 | 64 | 256 | 2.01 | 818.1 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.