Instructions to use modrill/MT11-OLMO3-THINK-OMR-R025-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use modrill/MT11-OLMO3-THINK-OMR-R025-v1 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("allenai/Olmo-3-1025-7B") model = PeftModel.from_pretrained(base_model, "modrill/MT11-OLMO3-THINK-OMR-R025-v1") - Notebooks
- Google Colab
- Kaggle
| { | |
| "schema": "mt11-olmo3-think-omr-r025-results-disclosures/1", | |
| "released_candidate": { | |
| "candidate_id": "BASE-MATH-R025-12M", | |
| "checkpoint": "checkpoint-update-00003519", | |
| "completed_updates": 3519, | |
| "adapter_sha256": "ec394a4679e185961799a7dd40f29efb2f5dc79eace28e304392c39e2c23fd13", | |
| "dynamic_lora": true, | |
| "merged": false | |
| }, | |
| "formal_exact240": { | |
| "candidate": "46/240", | |
| "fresh_base": "41/240", | |
| "paired_wins_losses_ties": "19/14/207", | |
| "signal": "PASS_POSITIVE_SIGNAL" | |
| }, | |
| "mandatory_training_disclosure": { | |
| "legacy_context_truncating_runner": true, | |
| "behavior": "The model forward pass was called independently on each 1024-token slice, so later slices had no preceding sequence context.", | |
| "historical_first_step_warmup_issue": true, | |
| "issues_fixed_in_later_runner": true, | |
| "later_fixed_runner_sha256": "2e5bd9443f78f689d0aee11024e073f8e0b798841e7c31993e4e9140103680cc", | |
| "released_weights_trained_with_fixed_runner": false, | |
| "released_weights_mutated_after_fix": false | |
| }, | |
| "interpretation": { | |
| "formal_signal_stands": true, | |
| "reason": "The frozen adapter identity and the exact240 dynamic-loading evaluation contract were independently verified.", | |
| "causal_limit": "The training defects limit causal attribution and transfer of this recipe to future training runs.", | |
| "broad_superiority_claim": false | |
| }, | |
| "explicit_exclusions": { | |
| "r050_canary_frozen_or_uploaded": false, | |
| "r050_canary": "BASE-OMR-R050-CANARY128 is not this release and is excluded.", | |
| "base_weights": false, | |
| "merged_or_baked_weights": false, | |
| "raw_training_rows": false, | |
| "complete_training_dataset": false, | |
| "optimizer_scheduler_rng_state": false, | |
| "raw_evaluation_responses": false, | |
| "credentials_or_tokens": false | |
| } | |
| } | |