Text Classification
Transformers
Safetensors
modernbert
agent-safety
tool-calling
long-context
distillation
Eval Results (legacy)
text-embeddings-inference
Instructions to use ProCreations/auto-0.4b-2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ProCreations/auto-0.4b-2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="ProCreations/auto-0.4b-2")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("ProCreations/auto-0.4b-2") model = AutoModelForSequenceClassification.from_pretrained("ProCreations/auto-0.4b-2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download source_revisions.json from ProCreations/auto-0.4b-2: direct link, hf CLI and curl.
- Browser
- Download file 569 Bytes
-
https://huggingface.co/ProCreations/auto-0.4b-2/resolve/456e153dad2b12db14babb1dbdc8f8ece607e80a/source_revisions.json
- Command line
-
hf download hf://ProCreations/auto-0.4b-2@456e153dad2b12db14babb1dbdc8f8ece607e80a/source_revisions.json
-
curl -L -o source_revisions.json https://huggingface.co/ProCreations/auto-0.4b-2/resolve/456e153dad2b12db14babb1dbdc8f8ece607e80a/source_revisions.json
569 Bytes
| { | |
| "student": { | |
| "repo": "ProCreations/auto-0.4b", | |
| "revision": "2f6ec6ca79d733fa8c1677676a77cc85b739f0d2", | |
| "kind": "model" | |
| }, | |
| "teacher": { | |
| "repo": "ProCreations/auto-1b-bf16", | |
| "revision": "328c2d93e0390610bbeab4dea0000d0670a51be2", | |
| "kind": "model" | |
| }, | |
| "data": { | |
| "repo": "ProCreations/auto-1b-data", | |
| "revision": "d265bbf7bac76cd55daaf81a1d185dfe089a412b", | |
| "kind": "dataset" | |
| }, | |
| "benchmark": { | |
| "repo": "ProCreations/approve-or-deny", | |
| "revision": "a38b625913dd46ca9702063f1597c979e6ace34e", | |
| "kind": "dataset" | |
| } | |
| } |