Feature Extraction
Transformers
Safetensors
modernbert
typed-decisions
decision-index
decision-model
cross-encoder
text-embeddings-inference
Instructions to use tasksource/tasksource-decider-nano with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use tasksource/tasksource-decider-nano with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="tasksource/tasksource-decider-nano")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("tasksource/tasksource-decider-nano") model = AutoModel.from_pretrained("tasksource/tasksource-decider-nano", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
7 days ago
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Model card: replace copied LateOn card with the actual decision-model card
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8 days ago
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Update README.md
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10 days ago
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Upload folder using huggingface_hub
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Upload README.md with huggingface_hub
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Upload README.md with huggingface_hub
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Upload README.md with huggingface_hub
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Upload README.md with huggingface_hub
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Upload README.md with huggingface_hub
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Upload folder using huggingface_hub
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12 days ago
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docs: Update model card with official 150k Decision Index 0.2.1 ground truth (30.65 raw, 9.58 skill)
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weights: release P2+P3 Grand Champion Soup (uncontaminated 1.21 Balanced Raw, 63.1 JevBench, 55.8% cb_v2)
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weights: update decision metadata with soup temperature 0.3236
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docs: update model card with official Decision Index results, 2k-case benchmarks, and calibrated temperature
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13 days ago
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docs: update benchmark presentation (JevBench 68.11, Classifier-Bench 57.1%, honest OOD breakdown)
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weights: update to grand model soup (Skill 44.21, JevBench 68.11, ECE 0.1690)
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docs: refresh model card with SOTA 44.21 Decision Index and 68.11 JevBench composite
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weights: update to uncontaminated champion model soup (43.50 Decision Index SOTA, 57.82 cb-v2)
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update decision_meta.json for clean uncontaminated release
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docs: refresh model card with clean uncontaminated Decision Index SOTA results and modern quickstarts
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14 days ago
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card: present as v0, no internal versioning
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v3 weights: noulhalved-1M + 10% procedural (cbv2 60.5/60.0, b77 47.8)
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18 days ago
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docs: consolidate v0 benchmark results
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correct Tasksource rows to heterogeneous-split probes
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plain-language card: public-only example, sub-200M table
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v0: 512k natural typed sq_o (dev_selected step 4000) + card
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initial commit
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