Add files using upload-large-folder tool
Browse files- bias_statichh-Qwen-1.5B-sft-bf16/query_grads_pure_ekfac_bottom100/aggregated_query_grads.safetensors +3 -0
- bias_statichh-Qwen-1.5B-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json +8 -0
- bias_statichh-Qwen-3B-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json +8 -0
- bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/activation_covariance.safetensors +3 -0
- bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/activation_eigenvalues.safetensors +3 -0
- bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/activation_eigenvectors.safetensors +3 -0
- bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/covariance_dataset_metadata.json +5 -0
- bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/factor_arguments.json +20 -0
- bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/gradient_eigenvalues.safetensors +3 -0
- bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/lambda_dataset_metadata.json +5 -0
- bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/lambda_matrix.safetensors +3 -0
- bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/num_activation_covariance_processed.safetensors +3 -0
- bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/num_gradient_covariance_processed.safetensors +3 -0
- bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/num_lambda_processed.safetensors +3 -0
- bias_statichh-Qwen-7B-sft-bf16/query_grads_pure_ekfac_bottom100/aggregated_query_grads.safetensors +3 -0
- bias_statichh-Qwen-7B-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json +8 -0
- bias_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/factor_arguments.json +20 -0
- bias_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/pairwise_scores.safetensors +3 -0
- bias_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/query_dataset_metadata.json +5 -0
- bias_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/score_arguments.json +19 -0
- bias_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/train_dataset_metadata.json +5 -0
- truth_statichh-Qwen-1.5B-sft-bf16/scores_ekfac_half/pairwise_scores.safetensors +3 -0
- truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/activation_covariance.safetensors +3 -0
- truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/activation_eigenvalues.safetensors +3 -0
- truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/activation_eigenvectors.safetensors +3 -0
- truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/covariance_dataset_metadata.json +5 -0
- truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/factor_arguments.json +20 -0
- truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/gradient_covariance.safetensors +3 -0
- truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/gradient_eigenvalues.safetensors +3 -0
- truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/gradient_eigenvectors.safetensors +3 -0
- truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/lambda_dataset_metadata.json +5 -0
- truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/lambda_matrix.safetensors +3 -0
- truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/num_activation_covariance_processed.safetensors +3 -0
- truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/num_gradient_covariance_processed.safetensors +3 -0
- truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/num_lambda_processed.safetensors +3 -0
- truth_statichh-Qwen-3B-sft-bf16/scores_ekfac_half/factor_arguments.json +20 -0
- truth_statichh-Qwen-3B-sft-bf16/scores_ekfac_half/pairwise_scores.safetensors +3 -0
- truth_statichh-Qwen-3B-sft-bf16/scores_ekfac_half/query_dataset_metadata.json +5 -0
- truth_statichh-Qwen-3B-sft-bf16/scores_ekfac_half/score_arguments.json +19 -0
- truth_statichh-Qwen-3B-sft-bf16/scores_ekfac_half/train_dataset_metadata.json +5 -0
- truth_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/covariance_dataset_metadata.json +5 -0
- truth_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/factor_arguments.json +20 -0
- truth_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/lambda_dataset_metadata.json +5 -0
- truth_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/num_gradient_covariance_processed.safetensors +3 -0
- truth_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/num_lambda_processed.safetensors +3 -0
- truth_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/factor_arguments.json +20 -0
- truth_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/pairwise_scores.safetensors +3 -0
- truth_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/query_dataset_metadata.json +5 -0
- truth_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/score_arguments.json +19 -0
- truth_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/train_dataset_metadata.json +5 -0
bias_statichh-Qwen-1.5B-sft-bf16/query_grads_pure_ekfac_bottom100/aggregated_query_grads.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:92a64ca41af7bac256c6a47766676ed45d8d300486bd80b6f7b986bdcb84ab3c
|
| 3 |
+
size 187179768
|
bias_statichh-Qwen-1.5B-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_name": "ncgc/statichh-Qwen-1.5B-sft-bf16",
|
| 3 |
+
"analysis_name": "bias_statichh-Qwen-1.5B-sft-bf16",
|
| 4 |
+
"scores_type": "pure_ekfac",
|
| 5 |
+
"bottom_k": 100,
|
| 6 |
+
"num_indices": 100,
|
| 7 |
+
"elapsed_seconds": 9.501603841781616
|
| 8 |
+
}
|
bias_statichh-Qwen-3B-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_name": "ncgc/statichh-Qwen-3B-sft-bf16",
|
| 3 |
+
"analysis_name": "bias_statichh-Qwen-3B-sft-bf16",
|
| 4 |
+
"scores_type": "pure_ekfac",
|
| 5 |
+
"bottom_k": 100,
|
| 6 |
+
"num_indices": 100,
|
| 7 |
+
"elapsed_seconds": 15.598024845123291
|
| 8 |
+
}
|
bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/activation_covariance.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aea8746053de39e61c391cd20dfe0a3cd1ff69d82013b6ee9cf5bbc001e0f800
|
| 3 |
+
size 871935350
|
bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/activation_eigenvalues.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e95f1dd5e5c9409400d91011d3d9bc1b0c78a5d1471bd2b9d7aa758e25066d82
|
| 3 |
+
size 82206
|
bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/activation_eigenvectors.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9334e5da4d592b84f6df92359ee0057d7c1430da1456f1f327b2831032c71f0f
|
| 3 |
+
size 871935350
|
bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/covariance_dataset_metadata.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "Dataset",
|
| 3 |
+
"dataset_size": 10000,
|
| 4 |
+
"indices": null
|
| 5 |
+
}
|
bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/factor_arguments.json
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"strategy": "ekfac",
|
| 3 |
+
"use_empirical_fisher": false,
|
| 4 |
+
"amp_dtype": "torch.bfloat16",
|
| 5 |
+
"amp_scale": 65536.0,
|
| 6 |
+
"has_shared_parameters": false,
|
| 7 |
+
"covariance_max_examples": 100000,
|
| 8 |
+
"covariance_data_partitions": 1,
|
| 9 |
+
"covariance_module_partitions": 1,
|
| 10 |
+
"activation_covariance_dtype": "torch.bfloat16",
|
| 11 |
+
"gradient_covariance_dtype": "torch.bfloat16",
|
| 12 |
+
"eigendecomposition_dtype": "torch.float64",
|
| 13 |
+
"lambda_max_examples": 100000,
|
| 14 |
+
"lambda_data_partitions": 1,
|
| 15 |
+
"lambda_module_partitions": 1,
|
| 16 |
+
"use_iterative_lambda_aggregation": false,
|
| 17 |
+
"offload_activations_to_cpu": false,
|
| 18 |
+
"per_sample_gradient_dtype": "torch.bfloat16",
|
| 19 |
+
"lambda_dtype": "torch.bfloat16"
|
| 20 |
+
}
|
bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/gradient_eigenvalues.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:caf036be2184c264dc1a4aebfc59064a0cf145704eb64742c933d5b2b90e9401
|
| 3 |
+
size 100632
|
bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/lambda_dataset_metadata.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "Dataset",
|
| 3 |
+
"dataset_size": 10000,
|
| 4 |
+
"indices": null
|
| 5 |
+
}
|
bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/lambda_matrix.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:69c38d9ab3b00facc702183dae108a13140bfcac269649ee7ea7c8eb60de6f1e
|
| 3 |
+
size 466102640
|
bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/num_activation_covariance_processed.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:53c565bf5e98453c684c097ca5098f693b98d0f5557cf78d74ec7220309b749e
|
| 3 |
+
size 1296
|
bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/num_gradient_covariance_processed.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2333befb827abcf272cefbfc25f10b54d4f784a3f9153b9343621322893217c1
|
| 3 |
+
size 1296
|
bias_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/num_lambda_processed.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:06e2b0ac1580a94cd1409abb85e1545b81ad0e25dbaa7cf33e023e19d8c21053
|
| 3 |
+
size 1296
|
bias_statichh-Qwen-7B-sft-bf16/query_grads_pure_ekfac_bottom100/aggregated_query_grads.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c9034407d5128f9caecad09473032e880271419d9eb948e94fd2e87b050ab25e
|
| 3 |
+
size 932203264
|
bias_statichh-Qwen-7B-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_name": "ncgc/statichh-Qwen-7B-sft-bf16",
|
| 3 |
+
"analysis_name": "bias_statichh-Qwen-7B-sft-bf16",
|
| 4 |
+
"scores_type": "pure_ekfac",
|
| 5 |
+
"bottom_k": 100,
|
| 6 |
+
"num_indices": 100,
|
| 7 |
+
"elapsed_seconds": 30.472189903259277
|
| 8 |
+
}
|
bias_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/factor_arguments.json
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"strategy": "ekfac",
|
| 3 |
+
"use_empirical_fisher": false,
|
| 4 |
+
"amp_dtype": "torch.bfloat16",
|
| 5 |
+
"amp_scale": 65536.0,
|
| 6 |
+
"has_shared_parameters": false,
|
| 7 |
+
"covariance_max_examples": 100000,
|
| 8 |
+
"covariance_data_partitions": 1,
|
| 9 |
+
"covariance_module_partitions": 1,
|
| 10 |
+
"activation_covariance_dtype": "torch.bfloat16",
|
| 11 |
+
"gradient_covariance_dtype": "torch.bfloat16",
|
| 12 |
+
"eigendecomposition_dtype": "torch.float64",
|
| 13 |
+
"lambda_max_examples": 100000,
|
| 14 |
+
"lambda_data_partitions": 1,
|
| 15 |
+
"lambda_module_partitions": 1,
|
| 16 |
+
"use_iterative_lambda_aggregation": false,
|
| 17 |
+
"offload_activations_to_cpu": false,
|
| 18 |
+
"per_sample_gradient_dtype": "torch.bfloat16",
|
| 19 |
+
"lambda_dtype": "torch.bfloat16"
|
| 20 |
+
}
|
bias_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/pairwise_scores.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b24db75f8c27fbd9c4c125fb81027ddb0da2fafb6fb7adbbfc22317780da371b
|
| 3 |
+
size 193192
|
bias_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/query_dataset_metadata.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "Dataset",
|
| 3 |
+
"dataset_size": 936,
|
| 4 |
+
"indices": null
|
| 5 |
+
}
|
bias_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/score_arguments.json
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"damping_factor": 1e-08,
|
| 3 |
+
"amp_dtype": "torch.bfloat16",
|
| 4 |
+
"offload_activations_to_cpu": false,
|
| 5 |
+
"data_partitions": 1,
|
| 6 |
+
"module_partitions": 1,
|
| 7 |
+
"compute_per_module_scores": false,
|
| 8 |
+
"compute_per_token_scores": false,
|
| 9 |
+
"query_gradient_accumulation_steps": 1,
|
| 10 |
+
"query_gradient_low_rank": null,
|
| 11 |
+
"use_full_svd": false,
|
| 12 |
+
"aggregate_query_gradients": true,
|
| 13 |
+
"aggregate_train_gradients": false,
|
| 14 |
+
"use_measurement_for_self_influence": false,
|
| 15 |
+
"query_gradient_svd_dtype": "torch.float32",
|
| 16 |
+
"per_sample_gradient_dtype": "torch.bfloat16",
|
| 17 |
+
"precondition_dtype": "torch.bfloat16",
|
| 18 |
+
"score_dtype": "torch.bfloat16"
|
| 19 |
+
}
|
bias_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/train_dataset_metadata.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "Dataset",
|
| 3 |
+
"dataset_size": 96256,
|
| 4 |
+
"indices": null
|
| 5 |
+
}
|
truth_statichh-Qwen-1.5B-sft-bf16/scores_ekfac_half/pairwise_scores.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1811b9037b8d6b7e4413ac3bb2a7311695191e54fb09bc63b888def6789e48e9
|
| 3 |
+
size 193192
|
truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/activation_covariance.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:42f0553c9e08f6043a4d7309ec33c39440d86d0edb0558b27dd622ae3899d697
|
| 3 |
+
size 292709750
|
truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/activation_eigenvalues.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a0b2bc9140e7eb86853f8b7ed4facc0b6bf1cc6442340e5740da6cc5a49f9458
|
| 3 |
+
size 47902
|
truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/activation_eigenvectors.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:01c23869870b91dd147c7fcdfcdc94024c8d881591f5baa9f4cb0600b6c1707f
|
| 3 |
+
size 292709750
|
truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/covariance_dataset_metadata.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "Dataset",
|
| 3 |
+
"dataset_size": 10000,
|
| 4 |
+
"indices": null
|
| 5 |
+
}
|
truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/factor_arguments.json
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"strategy": "ekfac",
|
| 3 |
+
"use_empirical_fisher": false,
|
| 4 |
+
"amp_dtype": "torch.bfloat16",
|
| 5 |
+
"amp_scale": 65536.0,
|
| 6 |
+
"has_shared_parameters": false,
|
| 7 |
+
"covariance_max_examples": 100000,
|
| 8 |
+
"covariance_data_partitions": 1,
|
| 9 |
+
"covariance_module_partitions": 1,
|
| 10 |
+
"activation_covariance_dtype": "torch.bfloat16",
|
| 11 |
+
"gradient_covariance_dtype": "torch.bfloat16",
|
| 12 |
+
"eigendecomposition_dtype": "torch.float64",
|
| 13 |
+
"lambda_max_examples": 100000,
|
| 14 |
+
"lambda_data_partitions": 1,
|
| 15 |
+
"lambda_module_partitions": 1,
|
| 16 |
+
"use_iterative_lambda_aggregation": false,
|
| 17 |
+
"offload_activations_to_cpu": false,
|
| 18 |
+
"per_sample_gradient_dtype": "torch.bfloat16",
|
| 19 |
+
"lambda_dtype": "torch.bfloat16"
|
| 20 |
+
}
|
truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/gradient_covariance.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9632b5c6c417ba0a17ebf52845bd8517846ade34e9e5d5adebdf649977d633a3
|
| 3 |
+
size 510133616
|
truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/gradient_eigenvalues.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9bc15d4db788f9c7bd3f1b03ad4fcfdef582eb4a32d4e86ad22961f19cbb3467
|
| 3 |
+
size 58648
|
truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/gradient_eigenvectors.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3c2130c9d7e76a278cd84a038072f608d63acc6f0683ee1ddb54ff3f9c96e03e
|
| 3 |
+
size 510133616
|
truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/lambda_dataset_metadata.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "Dataset",
|
| 3 |
+
"dataset_size": 10000,
|
| 4 |
+
"indices": null
|
| 5 |
+
}
|
truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/lambda_matrix.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e151a60a3ec70fd550b6652bc5dca8f61a7e88582e1040a494b23b75bfe65204
|
| 3 |
+
size 154147184
|
truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/num_activation_covariance_processed.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a499a0128431c6645b1cacf249a269d583b6ac5996c4912a753a82816e034d1e
|
| 3 |
+
size 1296
|
truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/num_gradient_covariance_processed.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7958f5f400e2bae7ad6a58e9ce18c6798ab8badd1fa2ffae0f7203499fbd7fa4
|
| 3 |
+
size 1296
|
truth_statichh-Qwen-3B-sft-bf16/factors_ekfac_half/num_lambda_processed.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cff10ecae1729f5911044a9de269d527ee62cb2985ca4624c3fc4989eafb990f
|
| 3 |
+
size 1296
|
truth_statichh-Qwen-3B-sft-bf16/scores_ekfac_half/factor_arguments.json
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"strategy": "ekfac",
|
| 3 |
+
"use_empirical_fisher": false,
|
| 4 |
+
"amp_dtype": "torch.bfloat16",
|
| 5 |
+
"amp_scale": 65536.0,
|
| 6 |
+
"has_shared_parameters": false,
|
| 7 |
+
"covariance_max_examples": 100000,
|
| 8 |
+
"covariance_data_partitions": 1,
|
| 9 |
+
"covariance_module_partitions": 1,
|
| 10 |
+
"activation_covariance_dtype": "torch.bfloat16",
|
| 11 |
+
"gradient_covariance_dtype": "torch.bfloat16",
|
| 12 |
+
"eigendecomposition_dtype": "torch.float64",
|
| 13 |
+
"lambda_max_examples": 100000,
|
| 14 |
+
"lambda_data_partitions": 1,
|
| 15 |
+
"lambda_module_partitions": 1,
|
| 16 |
+
"use_iterative_lambda_aggregation": false,
|
| 17 |
+
"offload_activations_to_cpu": false,
|
| 18 |
+
"per_sample_gradient_dtype": "torch.bfloat16",
|
| 19 |
+
"lambda_dtype": "torch.bfloat16"
|
| 20 |
+
}
|
truth_statichh-Qwen-3B-sft-bf16/scores_ekfac_half/pairwise_scores.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f7ad1612cb8827ae499610387021291201663fba6d70d0f20ec61305424e2d49
|
| 3 |
+
size 193192
|
truth_statichh-Qwen-3B-sft-bf16/scores_ekfac_half/query_dataset_metadata.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "Dataset",
|
| 3 |
+
"dataset_size": 653,
|
| 4 |
+
"indices": null
|
| 5 |
+
}
|
truth_statichh-Qwen-3B-sft-bf16/scores_ekfac_half/score_arguments.json
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"damping_factor": 1e-08,
|
| 3 |
+
"amp_dtype": "torch.bfloat16",
|
| 4 |
+
"offload_activations_to_cpu": false,
|
| 5 |
+
"data_partitions": 1,
|
| 6 |
+
"module_partitions": 1,
|
| 7 |
+
"compute_per_module_scores": false,
|
| 8 |
+
"compute_per_token_scores": false,
|
| 9 |
+
"query_gradient_accumulation_steps": 1,
|
| 10 |
+
"query_gradient_low_rank": null,
|
| 11 |
+
"use_full_svd": false,
|
| 12 |
+
"aggregate_query_gradients": true,
|
| 13 |
+
"aggregate_train_gradients": false,
|
| 14 |
+
"use_measurement_for_self_influence": false,
|
| 15 |
+
"query_gradient_svd_dtype": "torch.float32",
|
| 16 |
+
"per_sample_gradient_dtype": "torch.bfloat16",
|
| 17 |
+
"precondition_dtype": "torch.bfloat16",
|
| 18 |
+
"score_dtype": "torch.bfloat16"
|
| 19 |
+
}
|
truth_statichh-Qwen-3B-sft-bf16/scores_ekfac_half/train_dataset_metadata.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "Dataset",
|
| 3 |
+
"dataset_size": 96256,
|
| 4 |
+
"indices": null
|
| 5 |
+
}
|
truth_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/covariance_dataset_metadata.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "Dataset",
|
| 3 |
+
"dataset_size": 10000,
|
| 4 |
+
"indices": null
|
| 5 |
+
}
|
truth_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/factor_arguments.json
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"strategy": "ekfac",
|
| 3 |
+
"use_empirical_fisher": false,
|
| 4 |
+
"amp_dtype": "torch.bfloat16",
|
| 5 |
+
"amp_scale": 65536.0,
|
| 6 |
+
"has_shared_parameters": false,
|
| 7 |
+
"covariance_max_examples": 100000,
|
| 8 |
+
"covariance_data_partitions": 1,
|
| 9 |
+
"covariance_module_partitions": 1,
|
| 10 |
+
"activation_covariance_dtype": "torch.bfloat16",
|
| 11 |
+
"gradient_covariance_dtype": "torch.bfloat16",
|
| 12 |
+
"eigendecomposition_dtype": "torch.float64",
|
| 13 |
+
"lambda_max_examples": 100000,
|
| 14 |
+
"lambda_data_partitions": 1,
|
| 15 |
+
"lambda_module_partitions": 1,
|
| 16 |
+
"use_iterative_lambda_aggregation": false,
|
| 17 |
+
"offload_activations_to_cpu": false,
|
| 18 |
+
"per_sample_gradient_dtype": "torch.bfloat16",
|
| 19 |
+
"lambda_dtype": "torch.bfloat16"
|
| 20 |
+
}
|
truth_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/lambda_dataset_metadata.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "Dataset",
|
| 3 |
+
"dataset_size": 10000,
|
| 4 |
+
"indices": null
|
| 5 |
+
}
|
truth_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/num_gradient_covariance_processed.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6134a7cf393a840f8649379506886da043c8ee089001a8c29dc4d537e7e9041b
|
| 3 |
+
size 1296
|
truth_statichh-Qwen-7B-sft-bf16/factors_ekfac_half/num_lambda_processed.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:039f64e1827743bc7907194136ec4e370d860c2907cfb56fda02add920c8fe34
|
| 3 |
+
size 1296
|
truth_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/factor_arguments.json
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"strategy": "ekfac",
|
| 3 |
+
"use_empirical_fisher": false,
|
| 4 |
+
"amp_dtype": "torch.bfloat16",
|
| 5 |
+
"amp_scale": 65536.0,
|
| 6 |
+
"has_shared_parameters": false,
|
| 7 |
+
"covariance_max_examples": 100000,
|
| 8 |
+
"covariance_data_partitions": 1,
|
| 9 |
+
"covariance_module_partitions": 1,
|
| 10 |
+
"activation_covariance_dtype": "torch.bfloat16",
|
| 11 |
+
"gradient_covariance_dtype": "torch.bfloat16",
|
| 12 |
+
"eigendecomposition_dtype": "torch.float64",
|
| 13 |
+
"lambda_max_examples": 100000,
|
| 14 |
+
"lambda_data_partitions": 1,
|
| 15 |
+
"lambda_module_partitions": 1,
|
| 16 |
+
"use_iterative_lambda_aggregation": false,
|
| 17 |
+
"offload_activations_to_cpu": false,
|
| 18 |
+
"per_sample_gradient_dtype": "torch.bfloat16",
|
| 19 |
+
"lambda_dtype": "torch.bfloat16"
|
| 20 |
+
}
|
truth_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/pairwise_scores.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6e5fa696ffb67ef3712784ed075194ebc254fc469268b2f76702d0c84356fc43
|
| 3 |
+
size 193192
|
truth_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/query_dataset_metadata.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "Dataset",
|
| 3 |
+
"dataset_size": 653,
|
| 4 |
+
"indices": null
|
| 5 |
+
}
|
truth_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/score_arguments.json
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"damping_factor": 1e-08,
|
| 3 |
+
"amp_dtype": "torch.bfloat16",
|
| 4 |
+
"offload_activations_to_cpu": false,
|
| 5 |
+
"data_partitions": 1,
|
| 6 |
+
"module_partitions": 1,
|
| 7 |
+
"compute_per_module_scores": false,
|
| 8 |
+
"compute_per_token_scores": false,
|
| 9 |
+
"query_gradient_accumulation_steps": 1,
|
| 10 |
+
"query_gradient_low_rank": null,
|
| 11 |
+
"use_full_svd": false,
|
| 12 |
+
"aggregate_query_gradients": true,
|
| 13 |
+
"aggregate_train_gradients": false,
|
| 14 |
+
"use_measurement_for_self_influence": false,
|
| 15 |
+
"query_gradient_svd_dtype": "torch.float32",
|
| 16 |
+
"per_sample_gradient_dtype": "torch.bfloat16",
|
| 17 |
+
"precondition_dtype": "torch.bfloat16",
|
| 18 |
+
"score_dtype": "torch.bfloat16"
|
| 19 |
+
}
|
truth_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/train_dataset_metadata.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "Dataset",
|
| 3 |
+
"dataset_size": 96256,
|
| 4 |
+
"indices": null
|
| 5 |
+
}
|