Instructions to use parsecai/tod with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use parsecai/tod with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
Download picker.json from parsecai/tod: direct link, hf CLI and curl.
- Browser
- Download file 1.13 kB
-
https://huggingface.co/parsecai/tod/resolve/main/picker.json
- Command line
-
hf download hf://parsecai/tod/picker.json
-
curl -L -o picker.json https://huggingface.co/parsecai/tod/resolve/main/picker.json
1.13 kB
| { | |
| "schema": "openjev.picker/v1", | |
| "created": "2026-09-29T19:25:24Z", | |
| "base": { | |
| "id": "google/gemma-4-12B-it", | |
| "revision": null | |
| }, | |
| "adapters": { | |
| "stage1": null, | |
| "stage2": "stage2_adapter", | |
| "merged": false | |
| }, | |
| "retriever": "retriever", | |
| "readout": { | |
| "kind": "twostage", | |
| "stage1_kind": "union", | |
| "k": 16, | |
| "k_each": 8, | |
| "attn": "chunked_eager", | |
| "dtype": { | |
| "eval": "float32", | |
| "serve": "bfloat16" | |
| }, | |
| "prompt_version": { | |
| "stage1": "pointwise.v1", | |
| "stage2": "cygnet.v1" | |
| }, | |
| "option_style": "label_desc", | |
| "max_tokens": 49152 | |
| }, | |
| "temperatures": { | |
| "T1": 1.7237, | |
| "T2": 1.4778, | |
| "T1_ret": 0.05 | |
| }, | |
| "results": [ | |
| "twostage_s2.jevbench.json", | |
| "twostage_s2.highN.json", | |
| "twostage_s2.mm.json", | |
| "highN.twostage.json", | |
| "jevbench.twostage.json", | |
| "retriever_v2_highN.json", | |
| "retriever_v2_jevbench.json" | |
| ], | |
| "data_attribution": "data_pipeline/mixes/ATTRIBUTIONS.md", | |
| "license": { | |
| "model": "Apache-2.0", | |
| "base": "google/gemma-4", | |
| "prohibited_use_policy": "https://ai.google.dev/gemma/prohibited_use_policy", | |
| "gemma_license": "https://ai.google.dev/gemma/docs/gemma_4_license" | |
| } | |
| } |