Download experiments/fidelity_resolution_report.json from Snapkitty/tensor-roll: direct link, hf CLI and curl.
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- Download file 3.53 kB
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https://huggingface.co/Snapkitty/tensor-roll/resolve/main/experiments/fidelity_resolution_report.json
- Command line
-
hf download hf://Snapkitty/tensor-roll/experiments/fidelity_resolution_report.json
-
curl -L -o fidelity_resolution_report.json https://huggingface.co/Snapkitty/tensor-roll/resolve/main/experiments/fidelity_resolution_report.json
3.53 kB
| { | |
| "protocol": "V0 baseline vs V1 focused-distillation", | |
| "prompts": [ | |
| [ | |
| 3, | |
| 1, | |
| 4, | |
| 1 | |
| ], | |
| [ | |
| 7, | |
| 7, | |
| 2, | |
| 9 | |
| ], | |
| [ | |
| 0, | |
| 5, | |
| 5, | |
| 0 | |
| ] | |
| ], | |
| "n_tokens": 24, | |
| "section6": { | |
| "n_leaves": 148, | |
| "baseline_decisions": { | |
| "QUANTIZE": 65, | |
| "PRESERVE": 83 | |
| }, | |
| "fidelity_aware_decisions": { | |
| "QUANTIZE": 55, | |
| "PRESERVE": 93 | |
| }, | |
| "n_decision_diffs": 12, | |
| "baseline_cost": 11645.0, | |
| "fidelity_cost": 11456.0 | |
| }, | |
| "V0": { | |
| "agreement": "7/72", | |
| "agree_frac": 0.09722222222222222, | |
| "mean_kl": 1.547805292394603 | |
| }, | |
| "trace_V0": { | |
| "agreement": "5/24", | |
| "first_divergence": { | |
| "position": 0, | |
| "teacher_token": 30, | |
| "student_token": 4, | |
| "kl_div": 2.7323540578677252, | |
| "js_div": 0.4399995705020577, | |
| "first_diverging_layer": "layer_0", | |
| "layer_hidden_rel_err": 1.0380715313927222, | |
| "layer_attn_div": 0.1767730414867401, | |
| "all_layer_hidden_rel_err": { | |
| "layer_0": 1.0380715313927222 | |
| }, | |
| "above_hidden_thresh": { | |
| "layer_0": 1.0380715313927222 | |
| } | |
| }, | |
| "mean_kl": 2.5741920989727904, | |
| "mean_js": 0.43385868451562576 | |
| }, | |
| "ablation_V0": [ | |
| { | |
| "component": "baseline(student)", | |
| "agreement": 0.10416666666666667, | |
| "mean_kl": 2.337756615069645, | |
| "delta_agree": 0, | |
| "n_swapped": 0 | |
| }, | |
| { | |
| "component": "mlp_down", | |
| "agreement": 0.08333333333333333, | |
| "mean_kl": 3.0453086743936697, | |
| "delta_agree": -0.020833333333333343, | |
| "delta_kl": 0.7075520593240245, | |
| "n_swapped": 2 | |
| }, | |
| { | |
| "component": "normalization", | |
| "agreement": 0.0625, | |
| "mean_kl": 3.8407641291009362, | |
| "delta_agree": -0.04166666666666667, | |
| "delta_kl": 1.503007514031291, | |
| "n_swapped": 6 | |
| }, | |
| { | |
| "component": "mlp_up", | |
| "agreement": 0.041666666666666664, | |
| "mean_kl": 3.3130315933929992, | |
| "delta_agree": -0.0625, | |
| "delta_kl": 0.9752749783233541, | |
| "n_swapped": 2 | |
| }, | |
| { | |
| "component": "embeddings", | |
| "agreement": 0.020833333333333332, | |
| "mean_kl": 3.8539798822845035, | |
| "delta_agree": -0.08333333333333334, | |
| "delta_kl": 1.5162232672148583, | |
| "n_swapped": 1 | |
| }, | |
| { | |
| "component": "attention_projections", | |
| "agreement": 0.020833333333333332, | |
| "mean_kl": 3.8425005798316954, | |
| "delta_agree": -0.08333333333333334, | |
| "delta_kl": 1.5047439647620502, | |
| "n_swapped": 6 | |
| }, | |
| { | |
| "component": "attention_output", | |
| "agreement": 0.020833333333333332, | |
| "mean_kl": 3.4268810943999513, | |
| "delta_agree": -0.08333333333333334, | |
| "delta_kl": 1.089124479330306, | |
| "n_swapped": 2 | |
| }, | |
| { | |
| "component": "output_head", | |
| "agreement": 0.0, | |
| "mean_kl": 2.535711207020847, | |
| "delta_agree": -0.10416666666666667, | |
| "delta_kl": 0.19795459195120202, | |
| "n_swapped": 2 | |
| } | |
| ], | |
| "V1": { | |
| "agreement": "2/72", | |
| "agree_frac": 0.027777777777777776, | |
| "mean_kl": 1.2794614517510858 | |
| }, | |
| "delta_agree": -0.06944444444444445, | |
| "delta_kl": -0.26834384064351724, | |
| "V1b": { | |
| "agreement": "4/72", | |
| "agree_frac": 0.05555555555555555, | |
| "mean_kl": 1.1872056255483905 | |
| }, | |
| "V1b_note": "V1 measured student_distilled.npz without finetune; V1b reruns finetune so V0 vs V1b differ only in the extra hidden/logit distillation stages.", | |
| "delta_agree_V1b": -0.04166666666666667, | |
| "delta_kl_V1b": -0.3605996668462126 | |
| } |