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
Download decider_config.json from tasksource/tasksource-decider-nano: direct link, hf CLI and curl.
- Browser
- Download file 751 Bytes
-
https://huggingface.co/tasksource/tasksource-decider-nano/resolve/main/decider_config.json
- Command line
-
hf download hf://tasksource/tasksource-decider-nano/decider_config.json
-
curl -L -o decider_config.json https://huggingface.co/tasksource/tasksource-decider-nano/resolve/main/decider_config.json
751 Bytes
| { | |
| "format": "pair-v1", | |
| "arch": "joint", | |
| "base": "cross-encoder/ettin-reranker-150m-v1", | |
| "train_max_length": 2048, | |
| "inference_max_length": 8192, | |
| "step": 48000, | |
| "train": { | |
| "arch": "joint", | |
| "opt_pool": "marker", | |
| "shuffle_options": false, | |
| "manifest": "runs/manifests/mix_all_480k.jsonl", | |
| "extra_manifest": null, | |
| "extra_frac": 0.0, | |
| "lr": 2e-05, | |
| "batch_requests": 8, | |
| "max_k": 32, | |
| "seed": 7, | |
| "total_steps": 48000, | |
| "max_length": 2048, | |
| "pack": 0, | |
| "init": null, | |
| "init_backbone": null, | |
| "gc_tokens": 0, | |
| "layout": "shared", | |
| "pool": "opt", | |
| "row_tokens": 8192, | |
| "tok_budget": 12288 | |
| }, | |
| "layout": "shared", | |
| "pool": "opt", | |
| "attn": "cached", | |
| "weights_dtype": "bf16" | |
| } |