Instructions to use FluffyAIcode/Kakeya-OProver-Stage4-Repair-SFT with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use FluffyAIcode/Kakeya-OProver-Stage4-Repair-SFT with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("m-a-p/OProver-8B") model = PeftModel.from_pretrained(base_model, "FluffyAIcode/Kakeya-OProver-Stage4-Repair-SFT") - Notebooks
- Google Colab
- Kaggle
| { | |
| "status": "QUALITY GO / PROOF-ADVISOR-ONLY", | |
| "all22": { | |
| "exact": 10, | |
| "n": 22, | |
| "parser": 22, | |
| "unsafe": 0, | |
| "ci95": [ | |
| 0.2438618659230165, | |
| 0.6778952454468283 | |
| ] | |
| }, | |
| "holdout18": { | |
| "exact": 6, | |
| "n": 18, | |
| "ci95": [ | |
| 0.13342740250612353, | |
| 0.5900747618279255 | |
| ] | |
| }, | |
| "canary4": { | |
| "exact": 4, | |
| "n": 4, | |
| "ci95": [ | |
| 0.3976353643835253, | |
| 1.0 | |
| ] | |
| }, | |
| "audit_sha256": "f7bc7f2ed5bd09e36dfb67df122334d289269513abca20125b931bdc3202f740", | |
| "protocol_root": "6357188c7ecc3541d4b220aa19a5c826cbd81e448ed66cdd5a49b09d17d36c0e", | |
| "paired_stage2": { | |
| "all22_mcnemar_exact_two_sided_p": 1.0, | |
| "interpretation": "Difference not statistically significant." | |
| }, | |
| "paired_clean_stage3": { | |
| "all22_mcnemar_exact_two_sided_p": 0.015625, | |
| "holdout18_p": 0.03125, | |
| "interpretation": "Stage4 improvement was significant." | |
| }, | |
| "production_qualification": { | |
| "converted": "504/504", | |
| "canary": "12/12" | |
| }, | |
| "jensen": { | |
| "status": "SEARCH_EXHAUSTED", | |
| "pass_at_6_lean_valid": 0, | |
| "rh_proved": false | |
| } | |
| } | |