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
Add Typed Decisions benchmark eval results
#4
by SaylorTwift HF Staff - opened
.eval_results/vllm-sr__d3.yaml
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- dataset:
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id: LocalLLaMA/typed-decisions
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task_id: accuracy
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value: 0.749
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date: "2026-10-16"
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source:
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url: https://huggingface.co/buckets/SaylorTwift/typed-decisions-evals
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name: "Typed Decisions benchmark run 2026-10-16 (results + leaderboard.md in bucket)"
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- dataset:
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id: LocalLLaMA/typed-decisions
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task_id: kl_from_gold
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value: 0.4093
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date: "2026-10-16"
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source:
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url: https://huggingface.co/buckets/SaylorTwift/typed-decisions-evals
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name: "Typed Decisions benchmark run 2026-10-16 (results + leaderboard.md in bucket)"
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- dataset:
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id: LocalLLaMA/typed-decisions
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task_id: brier
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value: 0.1456
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date: "2026-10-16"
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source:
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url: https://huggingface.co/buckets/SaylorTwift/typed-decisions-evals
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name: "Typed Decisions benchmark run 2026-10-16 (results + leaderboard.md in bucket)"
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- dataset:
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id: LocalLLaMA/typed-decisions
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task_id: ece
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value: 0.0486
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date: "2026-10-16"
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source:
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url: https://huggingface.co/buckets/SaylorTwift/typed-decisions-evals
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name: "Typed Decisions benchmark run 2026-10-16 (results + leaderboard.md in bucket)"
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