Instructions to use evalengine/decision-0.8b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use evalengine/decision-0.8b with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.5-0.8B") model = PeftModel.from_pretrained(base_model, "evalengine/decision-0.8b") - Notebooks
- Google Colab
- Kaggle
Download SOURCES.json from evalengine/decision-0.8b: direct link, hf CLI and curl.
- Browser
- Download file 6.85 kB
-
https://huggingface.co/evalengine/decision-0.8b/resolve/main/SOURCES.json
- Command line
-
hf download hf://evalengine/decision-0.8b/SOURCES.json
-
curl -L -o SOURCES.json https://huggingface.co/evalengine/decision-0.8b/resolve/main/SOURCES.json
6.85 kB
| { | |
| "schema_version": 1, | |
| "sources": { | |
| "policy_v2": { | |
| "repo": "togethercomputer/tev1", | |
| "revision": "1dde7782382c9f49d627153759b8d1deab426ce0", | |
| "license": "MIT repository license; authored synthetic data", | |
| "url": "https://github.com/togethercomputer/tev1", | |
| "training_decisions": 12000, | |
| "transformation": "Sampled and normalized into state/question/options; original labels mapped to an answer letter. Source text is not redistributed." | |
| }, | |
| "boolq": { | |
| "repo": "google/boolq", | |
| "revision": "35b264d03638db9f4ce671b711558bf7ff0f80d5", | |
| "config": null, | |
| "license_metadata": [ | |
| "cc-by-sa-3.0" | |
| ], | |
| "url": "https://huggingface.co/datasets/google/boolq", | |
| "training_decisions": 3000, | |
| "transformation": "Sampled and normalized into state/question/options; original labels mapped to an answer letter. Source text is not redistributed." | |
| }, | |
| "vitaminc": { | |
| "repo": "tals/vitaminc", | |
| "revision": "be6febb761b0b2807687e61e0b5282e459df2fa0", | |
| "config": "default", | |
| "format": "json", | |
| "data_files": { | |
| "train": "train.jsonl", | |
| "validation": "dev.jsonl", | |
| "test": "test.jsonl" | |
| }, | |
| "license": "CC-BY-SA-3.0; Wikipedia-derived data terms", | |
| "license_url": "https://github.com/TalSchuster/VitaminC/blob/main/DATA_LICENSE", | |
| "training_decisions": 12000, | |
| "transformation": "Sampled and normalized into state/question/options; original labels mapped to an answer letter. Source text is not redistributed." | |
| }, | |
| "helpsteer2": { | |
| "repo": "nvidia/HelpSteer2", | |
| "revision": "990b2711a36180dd19d9c94b8627844866f8982a", | |
| "config": "default", | |
| "format": "json", | |
| "data_files": { | |
| "train": "train.jsonl.gz", | |
| "validation": "validation.jsonl.gz" | |
| }, | |
| "license": "CC-BY-4.0", | |
| "license_url": "https://huggingface.co/datasets/nvidia/HelpSteer2", | |
| "training_decisions": 7968, | |
| "transformation": "Sampled and normalized into state/question/options; original labels mapped to an answer letter. Source text is not redistributed." | |
| }, | |
| "research_taxonomy_v21": { | |
| "repo": "togethercomputer/tev1", | |
| "revision": "1dde7782382c9f49d627153759b8d1deab426ce0", | |
| "license": "MIT repository license; authored synthetic data", | |
| "url": "https://github.com/togethercomputer/tev1", | |
| "training_decisions": 3840, | |
| "transformation": "Sampled and normalized into state/question/options; original labels mapped to an answer letter. Source text is not redistributed." | |
| }, | |
| "paws": { | |
| "repo": "google-research-datasets/paws", | |
| "revision": "161ece9501cf0a11f3e48bd356eaa82de46d6a09", | |
| "config": "labeled_final", | |
| "format": "parquet", | |
| "data_files": { | |
| "train": "labeled_final/train-00000-of-00001.parquet", | |
| "validation": "labeled_final/validation-00000-of-00001.parquet", | |
| "test": "labeled_final/test-00000-of-00001.parquet" | |
| }, | |
| "license": "custom-any-purpose; retain Wikipedia provenance", | |
| "license_url": "https://github.com/google-research-datasets/paws/blob/master/LICENSE", | |
| "training_decisions": 8000, | |
| "transformation": "Sampled and normalized into state/question/options; original labels mapped to an answer letter. Source text is not redistributed." | |
| }, | |
| "routing_v2": { | |
| "repo": "togethercomputer/tev1", | |
| "revision": "1dde7782382c9f49d627153759b8d1deab426ce0", | |
| "license": "MIT repository license; authored synthetic data", | |
| "url": "https://github.com/togethercomputer/tev1", | |
| "training_decisions": 6000, | |
| "transformation": "Sampled and normalized into state/question/options; original labels mapped to an answer letter. Source text is not redistributed." | |
| }, | |
| "clinc150": { | |
| "repo": "clinc/clinc_oos", | |
| "revision": "155b9c710419136e17307b80d0a13e68cd46b4ec", | |
| "config": "plus", | |
| "format": "parquet", | |
| "data_files": { | |
| "train": "plus/train-00000-of-00001.parquet", | |
| "validation": "plus/validation-00000-of-00001.parquet", | |
| "test": "plus/test-00000-of-00001.parquet" | |
| }, | |
| "license": "CC-BY-3.0", | |
| "license_url": "https://github.com/clinc/oos-eval/blob/master/LICENSE", | |
| "training_decisions": 8000, | |
| "transformation": "Sampled and normalized into state/question/options; original labels mapped to an answer letter. Source text is not redistributed." | |
| }, | |
| "mnli": { | |
| "repo": "nyu-mll/multi_nli", | |
| "revision": "da70db2af9d09693783c3320c4249840212ee221", | |
| "config": null, | |
| "license_metadata": [ | |
| "cc-by-3.0", | |
| "cc-by-sa-3.0", | |
| "mit", | |
| "other" | |
| ], | |
| "url": "https://huggingface.co/datasets/nyu-mll/multi_nli", | |
| "training_decisions": 5000, | |
| "transformation": "Sampled and normalized into state/question/options; original labels mapped to an answer letter. Source text is not redistributed." | |
| }, | |
| "go_emotions": { | |
| "repo": "google-research-datasets/go_emotions", | |
| "revision": "add492243ff905527e67aeb8b80c082af02207c3", | |
| "config": "simplified", | |
| "format": "parquet", | |
| "data_files": { | |
| "train": "simplified/train-00000-of-00001.parquet", | |
| "validation": "simplified/validation-00000-of-00001.parquet", | |
| "test": "simplified/test-00000-of-00001.parquet" | |
| }, | |
| "license": "Apache-2.0 metadata; retain Reddit provenance", | |
| "license_url": "https://huggingface.co/datasets/google-research-datasets/go_emotions", | |
| "training_decisions": 4000, | |
| "transformation": "Sampled and normalized into state/question/options; original labels mapped to an answer letter. Source text is not redistributed." | |
| }, | |
| "banking77": { | |
| "repo": "legacy-datasets/banking77", | |
| "revision": "f54121560de48f2852f90be299010d1d6dc612ec", | |
| "config": null, | |
| "license_metadata": [ | |
| "cc-by-4.0" | |
| ], | |
| "url": "https://huggingface.co/datasets/legacy-datasets/banking77", | |
| "training_decisions": 3000, | |
| "transformation": "Sampled and normalized into state/question/options; original labels mapped to an answer letter. Source text is not redistributed." | |
| }, | |
| "policy": { | |
| "repo": "togethercomputer/tev1", | |
| "revision": "1dde7782382c9f49d627153759b8d1deab426ce0", | |
| "license": "MIT repository license; authored synthetic data", | |
| "url": "https://github.com/togethercomputer/tev1", | |
| "training_decisions": 1500, | |
| "transformation": "Sampled and normalized into state/question/options; original labels mapped to an answer letter. Source text is not redistributed." | |
| } | |
| }, | |
| "source_text_redistributed": false, | |
| "rights_review": "Source terms documented; no blanket corpus or learned-weight rights conclusion", | |
| "review": "SOURCE_REVIEW.md" | |
| } | |