Zero-Shot Classification
Transformers
Safetensors
qwen3_5
feature-extraction
decision-model
classification
system-one
multimodal
vision
video
custom_code
Eval Results
Instructions to use vllm-sr/d3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use vllm-sr/d3 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("zero-shot-classification", model="vllm-sr/d3", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModel processor = AutoProcessor.from_pretrained("vllm-sr/d3", trust_remote_code=True) model = AutoModel.from_pretrained("vllm-sr/d3", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Runtime: faster System One server replies
Browse files- MODEL_MANIFEST.json +3 -3
- d3_server.py +4 -0
MODEL_MANIFEST.json
CHANGED
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@@ -569,7 +569,7 @@
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| 569 |
"d3_kernels.py": "8f7534ca1e1846ebf7c4c73058002f3be4dbf0d5d426f0815150ae0cbe7677bd",
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| 570 |
"modeling_d3.py": "f8f8db23ff58f1a990ffa24977d744a50e1b4446d02a64c22070967705b6dbef",
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| 571 |
"pipeline_d3.py": "4f9297c7c74e596e9b67df91a1e6823cfada48bf781336f141974ff6a2f1038e",
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| 572 |
-
"d3_server.py": "
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| 573 |
"d3_engine.py": "086238942762df45047a32cd9a8e2bedd9b63167eb40be260c776de567979f53",
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| 574 |
"requirements.txt": "de9defd71ae4e559a7f5bdcc935b23716f9788e8755f2ba6db1ab6862bcda12e",
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| 575 |
"d3_format.py": "3badfbc70561bb3f5b8ec16a11d2c455b96ddb32caace0a8a54ca102eae1f3fa"
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@@ -605,7 +605,7 @@
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"d3_format.py": "3badfbc70561bb3f5b8ec16a11d2c455b96ddb32caace0a8a54ca102eae1f3fa",
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| 606 |
"d3_kernels.py": "8f7534ca1e1846ebf7c4c73058002f3be4dbf0d5d426f0815150ae0cbe7677bd",
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| 607 |
"d3_runtime.py": "3a38391f182b4f02988cf6f009eeb7dccd8d09a3617e686012e289b69cf5082a",
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| 608 |
-
"d3_server.py": "
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"decision_config.json": "6b80ca11bd6ba481df4b3c187db8a5d1983786563ca05e2edccb0bdac0d2fc4f",
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"merges.txt": "a9d356d7bdf1ef4949e3e748e95b8e10ad9d4e2e838eddc38a0a7b6b94d1db8d",
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| 611 |
"model-00001-of-00011.safetensors": "4ecb29a7d1e2d1d0ad97008e5405a11d510a8a712a0b6491928359176fd56029",
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@@ -646,7 +646,7 @@
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"d3_format.py": 7008,
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"d3_kernels.py": 16129,
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"d3_runtime.py": 93977,
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-
"d3_server.py":
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"decision_config.json": 5503,
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"merges.txt": 3353259,
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"model-00001-of-00011.safetensors": 4997471976,
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| 569 |
"d3_kernels.py": "8f7534ca1e1846ebf7c4c73058002f3be4dbf0d5d426f0815150ae0cbe7677bd",
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| 570 |
"modeling_d3.py": "f8f8db23ff58f1a990ffa24977d744a50e1b4446d02a64c22070967705b6dbef",
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| 571 |
"pipeline_d3.py": "4f9297c7c74e596e9b67df91a1e6823cfada48bf781336f141974ff6a2f1038e",
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| 572 |
+
"d3_server.py": "766a20a69101e36ab0535a1ec683379db422380a83091f0eccd7e82edb6a02de",
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| 573 |
"d3_engine.py": "086238942762df45047a32cd9a8e2bedd9b63167eb40be260c776de567979f53",
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| 574 |
"requirements.txt": "de9defd71ae4e559a7f5bdcc935b23716f9788e8755f2ba6db1ab6862bcda12e",
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"d3_format.py": "3badfbc70561bb3f5b8ec16a11d2c455b96ddb32caace0a8a54ca102eae1f3fa"
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"d3_format.py": "3badfbc70561bb3f5b8ec16a11d2c455b96ddb32caace0a8a54ca102eae1f3fa",
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| 606 |
"d3_kernels.py": "8f7534ca1e1846ebf7c4c73058002f3be4dbf0d5d426f0815150ae0cbe7677bd",
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| 607 |
"d3_runtime.py": "3a38391f182b4f02988cf6f009eeb7dccd8d09a3617e686012e289b69cf5082a",
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| 608 |
+
"d3_server.py": "766a20a69101e36ab0535a1ec683379db422380a83091f0eccd7e82edb6a02de",
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"decision_config.json": "6b80ca11bd6ba481df4b3c187db8a5d1983786563ca05e2edccb0bdac0d2fc4f",
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"merges.txt": "a9d356d7bdf1ef4949e3e748e95b8e10ad9d4e2e838eddc38a0a7b6b94d1db8d",
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"model-00001-of-00011.safetensors": "4ecb29a7d1e2d1d0ad97008e5405a11d510a8a712a0b6491928359176fd56029",
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"d3_format.py": 7008,
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"d3_kernels.py": 16129,
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"d3_runtime.py": 93977,
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+
"d3_server.py": 17705,
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"decision_config.json": 5503,
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"merges.txt": 3353259,
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"model-00001-of-00011.safetensors": 4997471976,
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d3_server.py
CHANGED
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@@ -172,6 +172,8 @@ class SystemOneServer(ThreadingHTTPServer):
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"""One listening socket; a thread per connection; the model runs under the decider's lock."""
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daemon_threads = True
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def __init__(self, address: tuple[str, int], decider: Decider, *, api_key: str | None = None):
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super().__init__(address, SystemOneHandler)
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server_version = "d3-server"
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sys_version = ""
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timeout = IDLE_SECONDS
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# A request line the standard library cannot parse gets a plain-text error with a full status line.
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default_request_version = "HTTP/1.1"
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error_content_type = "text/plain; charset=utf-8"
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"""One listening socket; a thread per connection; the model runs under the decider's lock."""
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daemon_threads = True
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# Room for many clients connecting at once (the standard library's default backlog is 5).
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request_queue_size = 128
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def __init__(self, address: tuple[str, int], decider: Decider, *, api_key: str | None = None):
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super().__init__(address, SystemOneHandler)
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server_version = "d3-server"
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sys_version = ""
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timeout = IDLE_SECONDS
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# Headers and body are separate writes; without TCP_NODELAY the body waits for the client's delayed ACK.
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disable_nagle_algorithm = True
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# A request line the standard library cannot parse gets a plain-text error with a full status line.
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default_request_version = "HTTP/1.1"
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error_content_type = "text/plain; charset=utf-8"
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