Download recurrent_config.json from mukunds/loopformer: direct link, hf CLI and curl.
- Browser
- Download file 3.74 kB
-
https://huggingface.co/mukunds/loopformer/resolve/main/recurrent_config.json
- Command line
-
hf download hf://mukunds/loopformer/recurrent_config.json
-
curl -L -o recurrent_config.json https://huggingface.co/mukunds/loopformer/resolve/main/recurrent_config.json
3.74 kB
| { | |
| "base_model": "Qwen/Qwen2.5-0.5B-Instruct", | |
| "revision": "7ae557604adf67be50417f59c2c2f167def9a775", | |
| "recurrent_start": 6, | |
| "recurrent_end": 18, | |
| "lora_rank": 8, | |
| "lora_alpha": 16, | |
| "symbols": [ | |
| "A", | |
| "B", | |
| "C", | |
| "D", | |
| "E", | |
| "F", | |
| "G", | |
| "H", | |
| "I", | |
| "J", | |
| "K", | |
| "L", | |
| "M", | |
| "N", | |
| "O", | |
| "P", | |
| "Q", | |
| "R", | |
| "S", | |
| "T", | |
| "U", | |
| "V", | |
| "W", | |
| "X", | |
| "Y", | |
| "Z" | |
| ], | |
| "token_ids": [ | |
| 362, | |
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| ], | |
| "prompt_format": "dataset_raw", | |
| "loss_vocabulary": "symbols", | |
| "train_max_depth": 12, | |
| "train_depths": [ | |
| 1, | |
| 2, | |
| 3, | |
| 4, | |
| 5, | |
| 6, | |
| 8, | |
| 10, | |
| 12 | |
| ], | |
| "recurrence_mode": "fixed_prompt", | |
| "completion_head": { | |
| "intermediate": 1 | |
| }, | |
| "completion_loss_weight": 0.1, | |
| "training_compute": { | |
| "precision": "bf16", | |
| "attention": "sdpa" | |
| }, | |
| "executor": { | |
| "train_scope": "recurrent", | |
| "isolated": true, | |
| "bridge": true, | |
| "direct_readout": true, | |
| "controller_size": 1, | |
| "prefix_reuse": true, | |
| "gradient_checkpointing": true, | |
| "controller_kind": "shared_number" | |
| }, | |
| "format": "loopformer-executor-v2", | |
| "controller_training": { | |
| "source": "models/stage1_pointer/controller-shared-number-seed83/best", | |
| "source_checkpoint_sha256": "42059fd6fd4cc1ffe05a705a99a7aba76d4e7e0d87933bad18c7adc4cdee1110", | |
| "trained_depths": [ | |
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| 63 | |
| ], | |
| "training_loops": 12, | |
| "optimization_scope": "countdown_cell_only", | |
| "config": { | |
| "source": "models/stage1_pointer/controller-shared-number-seed83/best", | |
| "training_config": "configs/controller_affine.json", | |
| "output": "models/stage1_pointer/controller-shared-number-precision-seed83" | |
| }, | |
| "fit": { | |
| "method": "float64 L-BFGS on original free-running numerical prefix labels; float32 deployment", | |
| "training_counts": [ | |
| 1, | |
| 2, | |
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| 63 | |
| ], | |
| "training_loops": 12, | |
| "objective_evaluations": 10, | |
| "before_mse": 4.1626904266916364e-09, | |
| "fitted_mse": 2.002921115782509e-12, | |
| "deployed_mse": 6.307695082326698e-12, | |
| "learned_gain": 1.0, | |
| "learned_offset": -0.9999999403953552, | |
| "numeric_targets_are_inputs": false | |
| }, | |
| "selection": "One predetermined training-label fit; no stress/graph benchmark selection" | |
| } | |
| } | |