Upload folder using huggingface_hub
Browse files- README.md +28 -0
- checkpoint-7374/config.json +51 -0
- checkpoint-7374/model.safetensors +3 -0
- checkpoint-7374/optimizer.pt +3 -0
- checkpoint-7374/rng_state_0.pth +3 -0
- checkpoint-7374/rng_state_1.pth +3 -0
- checkpoint-7374/rng_state_2.pth +3 -0
- checkpoint-7374/rng_state_3.pth +3 -0
- checkpoint-7374/scheduler.pt +3 -0
- checkpoint-7374/trainer_state.json +2139 -0
- checkpoint-7374/training_args.bin +3 -0
- config.json +51 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Apr04_07-57-07_r-samtuckervegan-autotrain-advanced-3lepu8o1-e749d-y1ybo/events.out.tfevents.1743753431.r-samtuckervegan-autotrain-advanced-3lepu8o1-e749d-y1ybo.216.0 +2 -2
- runs/Apr04_07-57-07_r-samtuckervegan-autotrain-advanced-3lepu8o1-e749d-y1ybo/events.out.tfevents.1743756139.r-samtuckervegan-autotrain-advanced-3lepu8o1-e749d-y1ybo.216.1 +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.json +0 -0
README.md
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
---
|
| 3 |
+
tags:
|
| 4 |
+
- autotrain
|
| 5 |
+
- text-regression
|
| 6 |
+
base_model: allenai/longformer-base-4096
|
| 7 |
+
widget:
|
| 8 |
+
- text: "I love AutoTrain"
|
| 9 |
+
datasets:
|
| 10 |
+
- samtuckervegan/text_performance
|
| 11 |
+
---
|
| 12 |
+
|
| 13 |
+
# Model Trained Using AutoTrain
|
| 14 |
+
|
| 15 |
+
- Problem type: Text Regression
|
| 16 |
+
|
| 17 |
+
## Validation Metrics
|
| 18 |
+
loss: 0.03396870195865631
|
| 19 |
+
|
| 20 |
+
mse: 0.03396843746304512
|
| 21 |
+
|
| 22 |
+
mae: 0.14112502336502075
|
| 23 |
+
|
| 24 |
+
r2: 0.2725181579589844
|
| 25 |
+
|
| 26 |
+
rmse: 0.18430528332916862
|
| 27 |
+
|
| 28 |
+
explained_variance: 0.273209810256958
|
checkpoint-7374/config.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "allenai/longformer-base-4096",
|
| 3 |
+
"_num_labels": 1,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"LongformerForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_mode": "longformer",
|
| 8 |
+
"attention_probs_dropout_prob": 0.1,
|
| 9 |
+
"attention_window": [
|
| 10 |
+
512,
|
| 11 |
+
512,
|
| 12 |
+
512,
|
| 13 |
+
512,
|
| 14 |
+
512,
|
| 15 |
+
512,
|
| 16 |
+
512,
|
| 17 |
+
512,
|
| 18 |
+
512,
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512
|
| 22 |
+
],
|
| 23 |
+
"bos_token_id": 0,
|
| 24 |
+
"eos_token_id": 2,
|
| 25 |
+
"gradient_checkpointing": false,
|
| 26 |
+
"hidden_act": "gelu",
|
| 27 |
+
"hidden_dropout_prob": 0.1,
|
| 28 |
+
"hidden_size": 768,
|
| 29 |
+
"id2label": {
|
| 30 |
+
"0": "target"
|
| 31 |
+
},
|
| 32 |
+
"ignore_attention_mask": false,
|
| 33 |
+
"initializer_range": 0.02,
|
| 34 |
+
"intermediate_size": 3072,
|
| 35 |
+
"label2id": {
|
| 36 |
+
"target": 0
|
| 37 |
+
},
|
| 38 |
+
"layer_norm_eps": 1e-05,
|
| 39 |
+
"max_position_embeddings": 4098,
|
| 40 |
+
"model_type": "longformer",
|
| 41 |
+
"num_attention_heads": 12,
|
| 42 |
+
"num_hidden_layers": 12,
|
| 43 |
+
"onnx_export": false,
|
| 44 |
+
"pad_token_id": 1,
|
| 45 |
+
"problem_type": "regression",
|
| 46 |
+
"sep_token_id": 2,
|
| 47 |
+
"torch_dtype": "float32",
|
| 48 |
+
"transformers_version": "4.48.0",
|
| 49 |
+
"type_vocab_size": 1,
|
| 50 |
+
"vocab_size": 50265
|
| 51 |
+
}
|
checkpoint-7374/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9242fc9cfb1524a85761f4f00c1b4ff8956fb34fb58246044b0f95b84eb92733
|
| 3 |
+
size 594675108
|
checkpoint-7374/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7aad989632e7911c595b9e247281c744cbc55dc21b17d47ccb9938d793f4ccb9
|
| 3 |
+
size 1189510202
|
checkpoint-7374/rng_state_0.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1b34b08ccbb3da22551dde002057c59106d0ab0be2e59f3c5fc70f8d7c2bc8ca
|
| 3 |
+
size 15024
|
checkpoint-7374/rng_state_1.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:17d49d11bbb7b0dae6eaa111a9d082af395d3eebdb2f514f692df6e982aa7bf3
|
| 3 |
+
size 15024
|
checkpoint-7374/rng_state_2.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9722302a3709aaaafc5512910e8e745ab2112262187e1023f792897b6426dfe5
|
| 3 |
+
size 15024
|
checkpoint-7374/rng_state_3.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5ef783c4497f7e80f3002a7e0e0113ff3604fff25889ca37045e7e49c7c867c1
|
| 3 |
+
size 15024
|
checkpoint-7374/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:882b9e52894f599097d083730fb17de039c02dd7e0c5be59a4f3eebc3827e542
|
| 3 |
+
size 1064
|
checkpoint-7374/trainer_state.json
ADDED
|
@@ -0,0 +1,2139 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.03396870195865631,
|
| 3 |
+
"best_model_checkpoint": "text-performance-longformer/checkpoint-7374",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 7374,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.01017087062652563,
|
| 13 |
+
"grad_norm": 13.638067245483398,
|
| 14 |
+
"learning_rate": 1.6260162601626018e-06,
|
| 15 |
+
"loss": 0.3817,
|
| 16 |
+
"step": 25
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.02034174125305126,
|
| 20 |
+
"grad_norm": 6.143240928649902,
|
| 21 |
+
"learning_rate": 3.3197831978319785e-06,
|
| 22 |
+
"loss": 0.2287,
|
| 23 |
+
"step": 50
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.030512611879576892,
|
| 27 |
+
"grad_norm": 1.5986428260803223,
|
| 28 |
+
"learning_rate": 5.013550135501355e-06,
|
| 29 |
+
"loss": 0.0691,
|
| 30 |
+
"step": 75
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.04068348250610252,
|
| 34 |
+
"grad_norm": 0.9884291887283325,
|
| 35 |
+
"learning_rate": 6.707317073170733e-06,
|
| 36 |
+
"loss": 0.0543,
|
| 37 |
+
"step": 100
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.050854353132628156,
|
| 41 |
+
"grad_norm": 3.724142074584961,
|
| 42 |
+
"learning_rate": 8.401084010840109e-06,
|
| 43 |
+
"loss": 0.0619,
|
| 44 |
+
"step": 125
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.061025223759153785,
|
| 48 |
+
"grad_norm": 2.291118860244751,
|
| 49 |
+
"learning_rate": 1.0094850948509485e-05,
|
| 50 |
+
"loss": 0.0523,
|
| 51 |
+
"step": 150
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.07119609438567942,
|
| 55 |
+
"grad_norm": 2.3093833923339844,
|
| 56 |
+
"learning_rate": 1.1788617886178862e-05,
|
| 57 |
+
"loss": 0.0541,
|
| 58 |
+
"step": 175
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 0.08136696501220504,
|
| 62 |
+
"grad_norm": 3.3519299030303955,
|
| 63 |
+
"learning_rate": 1.348238482384824e-05,
|
| 64 |
+
"loss": 0.0515,
|
| 65 |
+
"step": 200
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 0.09153783563873068,
|
| 69 |
+
"grad_norm": 2.0906357765197754,
|
| 70 |
+
"learning_rate": 1.5176151761517615e-05,
|
| 71 |
+
"loss": 0.0529,
|
| 72 |
+
"step": 225
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 0.10170870626525631,
|
| 76 |
+
"grad_norm": 1.1683790683746338,
|
| 77 |
+
"learning_rate": 1.6802168021680217e-05,
|
| 78 |
+
"loss": 0.0573,
|
| 79 |
+
"step": 250
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"epoch": 0.11187957689178193,
|
| 83 |
+
"grad_norm": 1.7971270084381104,
|
| 84 |
+
"learning_rate": 1.8495934959349594e-05,
|
| 85 |
+
"loss": 0.0495,
|
| 86 |
+
"step": 275
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 0.12205044751830757,
|
| 90 |
+
"grad_norm": 3.8092596530914307,
|
| 91 |
+
"learning_rate": 2.018970189701897e-05,
|
| 92 |
+
"loss": 0.0462,
|
| 93 |
+
"step": 300
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 0.1322213181448332,
|
| 97 |
+
"grad_norm": 2.3589837551116943,
|
| 98 |
+
"learning_rate": 2.1883468834688347e-05,
|
| 99 |
+
"loss": 0.044,
|
| 100 |
+
"step": 325
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"epoch": 0.14239218877135884,
|
| 104 |
+
"grad_norm": 1.4069643020629883,
|
| 105 |
+
"learning_rate": 2.3577235772357724e-05,
|
| 106 |
+
"loss": 0.0458,
|
| 107 |
+
"step": 350
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 0.15256305939788445,
|
| 111 |
+
"grad_norm": 0.8279024362564087,
|
| 112 |
+
"learning_rate": 2.5271002710027104e-05,
|
| 113 |
+
"loss": 0.0457,
|
| 114 |
+
"step": 375
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 0.16273393002441008,
|
| 118 |
+
"grad_norm": 0.7554256916046143,
|
| 119 |
+
"learning_rate": 2.696476964769648e-05,
|
| 120 |
+
"loss": 0.0431,
|
| 121 |
+
"step": 400
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 0.17290480065093572,
|
| 125 |
+
"grad_norm": 0.7221837043762207,
|
| 126 |
+
"learning_rate": 2.8658536585365854e-05,
|
| 127 |
+
"loss": 0.0455,
|
| 128 |
+
"step": 425
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 0.18307567127746135,
|
| 132 |
+
"grad_norm": 1.551680088043213,
|
| 133 |
+
"learning_rate": 3.035230352303523e-05,
|
| 134 |
+
"loss": 0.0443,
|
| 135 |
+
"step": 450
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 0.193246541903987,
|
| 139 |
+
"grad_norm": 1.2256766557693481,
|
| 140 |
+
"learning_rate": 3.204607046070461e-05,
|
| 141 |
+
"loss": 0.0423,
|
| 142 |
+
"step": 475
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 0.20341741253051263,
|
| 146 |
+
"grad_norm": 1.9404680728912354,
|
| 147 |
+
"learning_rate": 3.373983739837399e-05,
|
| 148 |
+
"loss": 0.0454,
|
| 149 |
+
"step": 500
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 0.21358828315703823,
|
| 153 |
+
"grad_norm": 1.481037974357605,
|
| 154 |
+
"learning_rate": 3.5433604336043364e-05,
|
| 155 |
+
"loss": 0.0549,
|
| 156 |
+
"step": 525
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 0.22375915378356387,
|
| 160 |
+
"grad_norm": 1.0439728498458862,
|
| 161 |
+
"learning_rate": 3.712737127371274e-05,
|
| 162 |
+
"loss": 0.0474,
|
| 163 |
+
"step": 550
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 0.2339300244100895,
|
| 167 |
+
"grad_norm": 2.524623394012451,
|
| 168 |
+
"learning_rate": 3.882113821138211e-05,
|
| 169 |
+
"loss": 0.0442,
|
| 170 |
+
"step": 575
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"epoch": 0.24410089503661514,
|
| 174 |
+
"grad_norm": 0.46617817878723145,
|
| 175 |
+
"learning_rate": 4.051490514905149e-05,
|
| 176 |
+
"loss": 0.0416,
|
| 177 |
+
"step": 600
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 0.25427176566314075,
|
| 181 |
+
"grad_norm": 0.9644585251808167,
|
| 182 |
+
"learning_rate": 4.220867208672087e-05,
|
| 183 |
+
"loss": 0.0459,
|
| 184 |
+
"step": 625
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"epoch": 0.2644426362896664,
|
| 188 |
+
"grad_norm": 0.7916778922080994,
|
| 189 |
+
"learning_rate": 4.390243902439025e-05,
|
| 190 |
+
"loss": 0.0453,
|
| 191 |
+
"step": 650
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 0.274613506916192,
|
| 195 |
+
"grad_norm": 0.41167861223220825,
|
| 196 |
+
"learning_rate": 4.5596205962059624e-05,
|
| 197 |
+
"loss": 0.0447,
|
| 198 |
+
"step": 675
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"epoch": 0.2847843775427177,
|
| 202 |
+
"grad_norm": 2.670891046524048,
|
| 203 |
+
"learning_rate": 4.7289972899729e-05,
|
| 204 |
+
"loss": 0.0436,
|
| 205 |
+
"step": 700
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 0.2949552481692433,
|
| 209 |
+
"grad_norm": 0.5455201268196106,
|
| 210 |
+
"learning_rate": 4.898373983739837e-05,
|
| 211 |
+
"loss": 0.046,
|
| 212 |
+
"step": 725
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"epoch": 0.3051261187957689,
|
| 216 |
+
"grad_norm": 0.477638304233551,
|
| 217 |
+
"learning_rate": 4.9924653405666065e-05,
|
| 218 |
+
"loss": 0.0461,
|
| 219 |
+
"step": 750
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 0.31529698942229456,
|
| 223 |
+
"grad_norm": 1.8583427667617798,
|
| 224 |
+
"learning_rate": 4.973628691983123e-05,
|
| 225 |
+
"loss": 0.046,
|
| 226 |
+
"step": 775
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"epoch": 0.32546786004882017,
|
| 230 |
+
"grad_norm": 1.4675369262695312,
|
| 231 |
+
"learning_rate": 4.954792043399639e-05,
|
| 232 |
+
"loss": 0.043,
|
| 233 |
+
"step": 800
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"epoch": 0.33563873067534583,
|
| 237 |
+
"grad_norm": 0.5187409520149231,
|
| 238 |
+
"learning_rate": 4.9359553948161545e-05,
|
| 239 |
+
"loss": 0.0465,
|
| 240 |
+
"step": 825
|
| 241 |
+
},
|
| 242 |
+
{
|
| 243 |
+
"epoch": 0.34580960130187144,
|
| 244 |
+
"grad_norm": 1.1287797689437866,
|
| 245 |
+
"learning_rate": 4.917118746232671e-05,
|
| 246 |
+
"loss": 0.0395,
|
| 247 |
+
"step": 850
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 0.35598047192839705,
|
| 251 |
+
"grad_norm": 1.6059693098068237,
|
| 252 |
+
"learning_rate": 4.8982820976491866e-05,
|
| 253 |
+
"loss": 0.0463,
|
| 254 |
+
"step": 875
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 0.3661513425549227,
|
| 258 |
+
"grad_norm": 0.5075823664665222,
|
| 259 |
+
"learning_rate": 4.8794454490657024e-05,
|
| 260 |
+
"loss": 0.0431,
|
| 261 |
+
"step": 900
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"epoch": 0.3763222131814483,
|
| 265 |
+
"grad_norm": 0.4540039896965027,
|
| 266 |
+
"learning_rate": 4.860608800482219e-05,
|
| 267 |
+
"loss": 0.0444,
|
| 268 |
+
"step": 925
|
| 269 |
+
},
|
| 270 |
+
{
|
| 271 |
+
"epoch": 0.386493083807974,
|
| 272 |
+
"grad_norm": 0.3790999948978424,
|
| 273 |
+
"learning_rate": 4.8417721518987346e-05,
|
| 274 |
+
"loss": 0.0408,
|
| 275 |
+
"step": 950
|
| 276 |
+
},
|
| 277 |
+
{
|
| 278 |
+
"epoch": 0.3966639544344996,
|
| 279 |
+
"grad_norm": 0.35743555426597595,
|
| 280 |
+
"learning_rate": 4.82293550331525e-05,
|
| 281 |
+
"loss": 0.0412,
|
| 282 |
+
"step": 975
|
| 283 |
+
},
|
| 284 |
+
{
|
| 285 |
+
"epoch": 0.40683482506102525,
|
| 286 |
+
"grad_norm": 0.9319044351577759,
|
| 287 |
+
"learning_rate": 4.804098854731766e-05,
|
| 288 |
+
"loss": 0.0383,
|
| 289 |
+
"step": 1000
|
| 290 |
+
},
|
| 291 |
+
{
|
| 292 |
+
"epoch": 0.41700569568755086,
|
| 293 |
+
"grad_norm": 0.9398106336593628,
|
| 294 |
+
"learning_rate": 4.785262206148282e-05,
|
| 295 |
+
"loss": 0.0439,
|
| 296 |
+
"step": 1025
|
| 297 |
+
},
|
| 298 |
+
{
|
| 299 |
+
"epoch": 0.42717656631407647,
|
| 300 |
+
"grad_norm": 0.5996136665344238,
|
| 301 |
+
"learning_rate": 4.766425557564798e-05,
|
| 302 |
+
"loss": 0.0455,
|
| 303 |
+
"step": 1050
|
| 304 |
+
},
|
| 305 |
+
{
|
| 306 |
+
"epoch": 0.43734743694060213,
|
| 307 |
+
"grad_norm": 2.0928783416748047,
|
| 308 |
+
"learning_rate": 4.747588908981314e-05,
|
| 309 |
+
"loss": 0.0451,
|
| 310 |
+
"step": 1075
|
| 311 |
+
},
|
| 312 |
+
{
|
| 313 |
+
"epoch": 0.44751830756712774,
|
| 314 |
+
"grad_norm": 0.42079484462738037,
|
| 315 |
+
"learning_rate": 4.7287522603978304e-05,
|
| 316 |
+
"loss": 0.0476,
|
| 317 |
+
"step": 1100
|
| 318 |
+
},
|
| 319 |
+
{
|
| 320 |
+
"epoch": 0.4576891781936534,
|
| 321 |
+
"grad_norm": 1.7878057956695557,
|
| 322 |
+
"learning_rate": 4.709915611814346e-05,
|
| 323 |
+
"loss": 0.0434,
|
| 324 |
+
"step": 1125
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"epoch": 0.467860048820179,
|
| 328 |
+
"grad_norm": 0.3113216459751129,
|
| 329 |
+
"learning_rate": 4.691078963230862e-05,
|
| 330 |
+
"loss": 0.042,
|
| 331 |
+
"step": 1150
|
| 332 |
+
},
|
| 333 |
+
{
|
| 334 |
+
"epoch": 0.4780309194467046,
|
| 335 |
+
"grad_norm": 0.319442480802536,
|
| 336 |
+
"learning_rate": 4.6722423146473784e-05,
|
| 337 |
+
"loss": 0.0409,
|
| 338 |
+
"step": 1175
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"epoch": 0.4882017900732303,
|
| 342 |
+
"grad_norm": 0.9614000916481018,
|
| 343 |
+
"learning_rate": 4.653405666063894e-05,
|
| 344 |
+
"loss": 0.0391,
|
| 345 |
+
"step": 1200
|
| 346 |
+
},
|
| 347 |
+
{
|
| 348 |
+
"epoch": 0.4983726606997559,
|
| 349 |
+
"grad_norm": 0.6299770474433899,
|
| 350 |
+
"learning_rate": 4.63456901748041e-05,
|
| 351 |
+
"loss": 0.0414,
|
| 352 |
+
"step": 1225
|
| 353 |
+
},
|
| 354 |
+
{
|
| 355 |
+
"epoch": 0.5085435313262815,
|
| 356 |
+
"grad_norm": 0.8669236898422241,
|
| 357 |
+
"learning_rate": 4.615732368896926e-05,
|
| 358 |
+
"loss": 0.0388,
|
| 359 |
+
"step": 1250
|
| 360 |
+
},
|
| 361 |
+
{
|
| 362 |
+
"epoch": 0.5187144019528072,
|
| 363 |
+
"grad_norm": 0.6755848526954651,
|
| 364 |
+
"learning_rate": 4.596895720313442e-05,
|
| 365 |
+
"loss": 0.0421,
|
| 366 |
+
"step": 1275
|
| 367 |
+
},
|
| 368 |
+
{
|
| 369 |
+
"epoch": 0.5288852725793328,
|
| 370 |
+
"grad_norm": 0.5094274282455444,
|
| 371 |
+
"learning_rate": 4.5780590717299585e-05,
|
| 372 |
+
"loss": 0.0408,
|
| 373 |
+
"step": 1300
|
| 374 |
+
},
|
| 375 |
+
{
|
| 376 |
+
"epoch": 0.5390561432058584,
|
| 377 |
+
"grad_norm": 1.5034645795822144,
|
| 378 |
+
"learning_rate": 4.559222423146474e-05,
|
| 379 |
+
"loss": 0.0467,
|
| 380 |
+
"step": 1325
|
| 381 |
+
},
|
| 382 |
+
{
|
| 383 |
+
"epoch": 0.549227013832384,
|
| 384 |
+
"grad_norm": 1.6210927963256836,
|
| 385 |
+
"learning_rate": 4.54038577456299e-05,
|
| 386 |
+
"loss": 0.0443,
|
| 387 |
+
"step": 1350
|
| 388 |
+
},
|
| 389 |
+
{
|
| 390 |
+
"epoch": 0.5593978844589097,
|
| 391 |
+
"grad_norm": 0.4528130292892456,
|
| 392 |
+
"learning_rate": 4.5215491259795064e-05,
|
| 393 |
+
"loss": 0.041,
|
| 394 |
+
"step": 1375
|
| 395 |
+
},
|
| 396 |
+
{
|
| 397 |
+
"epoch": 0.5695687550854354,
|
| 398 |
+
"grad_norm": 0.6066830158233643,
|
| 399 |
+
"learning_rate": 4.5027124773960215e-05,
|
| 400 |
+
"loss": 0.0427,
|
| 401 |
+
"step": 1400
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"epoch": 0.5797396257119609,
|
| 405 |
+
"grad_norm": 0.2950328588485718,
|
| 406 |
+
"learning_rate": 4.483875828812538e-05,
|
| 407 |
+
"loss": 0.0417,
|
| 408 |
+
"step": 1425
|
| 409 |
+
},
|
| 410 |
+
{
|
| 411 |
+
"epoch": 0.5899104963384866,
|
| 412 |
+
"grad_norm": 0.425102561712265,
|
| 413 |
+
"learning_rate": 4.4650391802290537e-05,
|
| 414 |
+
"loss": 0.0391,
|
| 415 |
+
"step": 1450
|
| 416 |
+
},
|
| 417 |
+
{
|
| 418 |
+
"epoch": 0.6000813669650122,
|
| 419 |
+
"grad_norm": 0.5589340329170227,
|
| 420 |
+
"learning_rate": 4.4462025316455694e-05,
|
| 421 |
+
"loss": 0.0406,
|
| 422 |
+
"step": 1475
|
| 423 |
+
},
|
| 424 |
+
{
|
| 425 |
+
"epoch": 0.6102522375915378,
|
| 426 |
+
"grad_norm": 3.0561866760253906,
|
| 427 |
+
"learning_rate": 4.427365883062086e-05,
|
| 428 |
+
"loss": 0.0403,
|
| 429 |
+
"step": 1500
|
| 430 |
+
},
|
| 431 |
+
{
|
| 432 |
+
"epoch": 0.6204231082180635,
|
| 433 |
+
"grad_norm": 0.6851157546043396,
|
| 434 |
+
"learning_rate": 4.4085292344786016e-05,
|
| 435 |
+
"loss": 0.0405,
|
| 436 |
+
"step": 1525
|
| 437 |
+
},
|
| 438 |
+
{
|
| 439 |
+
"epoch": 0.6305939788445891,
|
| 440 |
+
"grad_norm": 0.5816906690597534,
|
| 441 |
+
"learning_rate": 4.389692585895118e-05,
|
| 442 |
+
"loss": 0.0465,
|
| 443 |
+
"step": 1550
|
| 444 |
+
},
|
| 445 |
+
{
|
| 446 |
+
"epoch": 0.6407648494711147,
|
| 447 |
+
"grad_norm": 1.0224462747573853,
|
| 448 |
+
"learning_rate": 4.370855937311634e-05,
|
| 449 |
+
"loss": 0.0419,
|
| 450 |
+
"step": 1575
|
| 451 |
+
},
|
| 452 |
+
{
|
| 453 |
+
"epoch": 0.6509357200976403,
|
| 454 |
+
"grad_norm": 0.4752540588378906,
|
| 455 |
+
"learning_rate": 4.3520192887281495e-05,
|
| 456 |
+
"loss": 0.0405,
|
| 457 |
+
"step": 1600
|
| 458 |
+
},
|
| 459 |
+
{
|
| 460 |
+
"epoch": 0.661106590724166,
|
| 461 |
+
"grad_norm": 1.1999990940093994,
|
| 462 |
+
"learning_rate": 4.333182640144666e-05,
|
| 463 |
+
"loss": 0.041,
|
| 464 |
+
"step": 1625
|
| 465 |
+
},
|
| 466 |
+
{
|
| 467 |
+
"epoch": 0.6712774613506917,
|
| 468 |
+
"grad_norm": 0.40787383913993835,
|
| 469 |
+
"learning_rate": 4.314345991561182e-05,
|
| 470 |
+
"loss": 0.0411,
|
| 471 |
+
"step": 1650
|
| 472 |
+
},
|
| 473 |
+
{
|
| 474 |
+
"epoch": 0.6814483319772172,
|
| 475 |
+
"grad_norm": 0.26120448112487793,
|
| 476 |
+
"learning_rate": 4.2955093429776974e-05,
|
| 477 |
+
"loss": 0.0401,
|
| 478 |
+
"step": 1675
|
| 479 |
+
},
|
| 480 |
+
{
|
| 481 |
+
"epoch": 0.6916192026037429,
|
| 482 |
+
"grad_norm": 0.5405380725860596,
|
| 483 |
+
"learning_rate": 4.276672694394214e-05,
|
| 484 |
+
"loss": 0.0387,
|
| 485 |
+
"step": 1700
|
| 486 |
+
},
|
| 487 |
+
{
|
| 488 |
+
"epoch": 0.7017900732302685,
|
| 489 |
+
"grad_norm": 0.2800443768501282,
|
| 490 |
+
"learning_rate": 4.2578360458107296e-05,
|
| 491 |
+
"loss": 0.0411,
|
| 492 |
+
"step": 1725
|
| 493 |
+
},
|
| 494 |
+
{
|
| 495 |
+
"epoch": 0.7119609438567941,
|
| 496 |
+
"grad_norm": 0.5752384662628174,
|
| 497 |
+
"learning_rate": 4.2389993972272454e-05,
|
| 498 |
+
"loss": 0.0404,
|
| 499 |
+
"step": 1750
|
| 500 |
+
},
|
| 501 |
+
{
|
| 502 |
+
"epoch": 0.7221318144833198,
|
| 503 |
+
"grad_norm": 0.778127133846283,
|
| 504 |
+
"learning_rate": 4.220162748643762e-05,
|
| 505 |
+
"loss": 0.0428,
|
| 506 |
+
"step": 1775
|
| 507 |
+
},
|
| 508 |
+
{
|
| 509 |
+
"epoch": 0.7323026851098454,
|
| 510 |
+
"grad_norm": 1.7695764303207397,
|
| 511 |
+
"learning_rate": 4.2013261000602775e-05,
|
| 512 |
+
"loss": 0.0353,
|
| 513 |
+
"step": 1800
|
| 514 |
+
},
|
| 515 |
+
{
|
| 516 |
+
"epoch": 0.7424735557363711,
|
| 517 |
+
"grad_norm": 0.2690475285053253,
|
| 518 |
+
"learning_rate": 4.182489451476794e-05,
|
| 519 |
+
"loss": 0.0404,
|
| 520 |
+
"step": 1825
|
| 521 |
+
},
|
| 522 |
+
{
|
| 523 |
+
"epoch": 0.7526444263628966,
|
| 524 |
+
"grad_norm": 0.506496012210846,
|
| 525 |
+
"learning_rate": 4.163652802893309e-05,
|
| 526 |
+
"loss": 0.0402,
|
| 527 |
+
"step": 1850
|
| 528 |
+
},
|
| 529 |
+
{
|
| 530 |
+
"epoch": 0.7628152969894223,
|
| 531 |
+
"grad_norm": 0.7220098972320557,
|
| 532 |
+
"learning_rate": 4.1448161543098255e-05,
|
| 533 |
+
"loss": 0.0372,
|
| 534 |
+
"step": 1875
|
| 535 |
+
},
|
| 536 |
+
{
|
| 537 |
+
"epoch": 0.772986167615948,
|
| 538 |
+
"grad_norm": 1.1999934911727905,
|
| 539 |
+
"learning_rate": 4.125979505726341e-05,
|
| 540 |
+
"loss": 0.0429,
|
| 541 |
+
"step": 1900
|
| 542 |
+
},
|
| 543 |
+
{
|
| 544 |
+
"epoch": 0.7831570382424735,
|
| 545 |
+
"grad_norm": 0.5055158734321594,
|
| 546 |
+
"learning_rate": 4.107142857142857e-05,
|
| 547 |
+
"loss": 0.0367,
|
| 548 |
+
"step": 1925
|
| 549 |
+
},
|
| 550 |
+
{
|
| 551 |
+
"epoch": 0.7933279088689992,
|
| 552 |
+
"grad_norm": 0.5015272498130798,
|
| 553 |
+
"learning_rate": 4.0883062085593734e-05,
|
| 554 |
+
"loss": 0.0376,
|
| 555 |
+
"step": 1950
|
| 556 |
+
},
|
| 557 |
+
{
|
| 558 |
+
"epoch": 0.8034987794955248,
|
| 559 |
+
"grad_norm": 0.6382879018783569,
|
| 560 |
+
"learning_rate": 4.069469559975889e-05,
|
| 561 |
+
"loss": 0.0387,
|
| 562 |
+
"step": 1975
|
| 563 |
+
},
|
| 564 |
+
{
|
| 565 |
+
"epoch": 0.8136696501220505,
|
| 566 |
+
"grad_norm": 1.4380210638046265,
|
| 567 |
+
"learning_rate": 4.050632911392405e-05,
|
| 568 |
+
"loss": 0.0433,
|
| 569 |
+
"step": 2000
|
| 570 |
+
},
|
| 571 |
+
{
|
| 572 |
+
"epoch": 0.823840520748576,
|
| 573 |
+
"grad_norm": 0.46868982911109924,
|
| 574 |
+
"learning_rate": 4.031796262808921e-05,
|
| 575 |
+
"loss": 0.0409,
|
| 576 |
+
"step": 2025
|
| 577 |
+
},
|
| 578 |
+
{
|
| 579 |
+
"epoch": 0.8340113913751017,
|
| 580 |
+
"grad_norm": 0.47722935676574707,
|
| 581 |
+
"learning_rate": 4.012959614225437e-05,
|
| 582 |
+
"loss": 0.0367,
|
| 583 |
+
"step": 2050
|
| 584 |
+
},
|
| 585 |
+
{
|
| 586 |
+
"epoch": 0.8441822620016274,
|
| 587 |
+
"grad_norm": 0.66898113489151,
|
| 588 |
+
"learning_rate": 3.9941229656419535e-05,
|
| 589 |
+
"loss": 0.0426,
|
| 590 |
+
"step": 2075
|
| 591 |
+
},
|
| 592 |
+
{
|
| 593 |
+
"epoch": 0.8543531326281529,
|
| 594 |
+
"grad_norm": 0.640957772731781,
|
| 595 |
+
"learning_rate": 3.975286317058469e-05,
|
| 596 |
+
"loss": 0.0374,
|
| 597 |
+
"step": 2100
|
| 598 |
+
},
|
| 599 |
+
{
|
| 600 |
+
"epoch": 0.8645240032546786,
|
| 601 |
+
"grad_norm": 2.0676088333129883,
|
| 602 |
+
"learning_rate": 3.956449668474985e-05,
|
| 603 |
+
"loss": 0.0391,
|
| 604 |
+
"step": 2125
|
| 605 |
+
},
|
| 606 |
+
{
|
| 607 |
+
"epoch": 0.8746948738812043,
|
| 608 |
+
"grad_norm": 0.3028632402420044,
|
| 609 |
+
"learning_rate": 3.9376130198915014e-05,
|
| 610 |
+
"loss": 0.0379,
|
| 611 |
+
"step": 2150
|
| 612 |
+
},
|
| 613 |
+
{
|
| 614 |
+
"epoch": 0.8848657445077298,
|
| 615 |
+
"grad_norm": 3.03582763671875,
|
| 616 |
+
"learning_rate": 3.918776371308017e-05,
|
| 617 |
+
"loss": 0.0396,
|
| 618 |
+
"step": 2175
|
| 619 |
+
},
|
| 620 |
+
{
|
| 621 |
+
"epoch": 0.8950366151342555,
|
| 622 |
+
"grad_norm": 0.5792508721351624,
|
| 623 |
+
"learning_rate": 3.899939722724533e-05,
|
| 624 |
+
"loss": 0.0393,
|
| 625 |
+
"step": 2200
|
| 626 |
+
},
|
| 627 |
+
{
|
| 628 |
+
"epoch": 0.9052074857607811,
|
| 629 |
+
"grad_norm": 0.6225530505180359,
|
| 630 |
+
"learning_rate": 3.8811030741410494e-05,
|
| 631 |
+
"loss": 0.0413,
|
| 632 |
+
"step": 2225
|
| 633 |
+
},
|
| 634 |
+
{
|
| 635 |
+
"epoch": 0.9153783563873068,
|
| 636 |
+
"grad_norm": 1.2196191549301147,
|
| 637 |
+
"learning_rate": 3.862266425557565e-05,
|
| 638 |
+
"loss": 0.0411,
|
| 639 |
+
"step": 2250
|
| 640 |
+
},
|
| 641 |
+
{
|
| 642 |
+
"epoch": 0.9255492270138324,
|
| 643 |
+
"grad_norm": 1.1619917154312134,
|
| 644 |
+
"learning_rate": 3.843429776974081e-05,
|
| 645 |
+
"loss": 0.0372,
|
| 646 |
+
"step": 2275
|
| 647 |
+
},
|
| 648 |
+
{
|
| 649 |
+
"epoch": 0.935720097640358,
|
| 650 |
+
"grad_norm": 0.4266558289527893,
|
| 651 |
+
"learning_rate": 3.8245931283905966e-05,
|
| 652 |
+
"loss": 0.0382,
|
| 653 |
+
"step": 2300
|
| 654 |
+
},
|
| 655 |
+
{
|
| 656 |
+
"epoch": 0.9458909682668837,
|
| 657 |
+
"grad_norm": 0.2716640830039978,
|
| 658 |
+
"learning_rate": 3.8057564798071124e-05,
|
| 659 |
+
"loss": 0.0364,
|
| 660 |
+
"step": 2325
|
| 661 |
+
},
|
| 662 |
+
{
|
| 663 |
+
"epoch": 0.9560618388934092,
|
| 664 |
+
"grad_norm": 0.3579002618789673,
|
| 665 |
+
"learning_rate": 3.787673297166968e-05,
|
| 666 |
+
"loss": 0.0397,
|
| 667 |
+
"step": 2350
|
| 668 |
+
},
|
| 669 |
+
{
|
| 670 |
+
"epoch": 0.9662327095199349,
|
| 671 |
+
"grad_norm": 0.3124788999557495,
|
| 672 |
+
"learning_rate": 3.768836648583484e-05,
|
| 673 |
+
"loss": 0.0367,
|
| 674 |
+
"step": 2375
|
| 675 |
+
},
|
| 676 |
+
{
|
| 677 |
+
"epoch": 0.9764035801464606,
|
| 678 |
+
"grad_norm": 0.7987418174743652,
|
| 679 |
+
"learning_rate": 3.7500000000000003e-05,
|
| 680 |
+
"loss": 0.0425,
|
| 681 |
+
"step": 2400
|
| 682 |
+
},
|
| 683 |
+
{
|
| 684 |
+
"epoch": 0.9865744507729862,
|
| 685 |
+
"grad_norm": 0.623573899269104,
|
| 686 |
+
"learning_rate": 3.731163351416516e-05,
|
| 687 |
+
"loss": 0.0407,
|
| 688 |
+
"step": 2425
|
| 689 |
+
},
|
| 690 |
+
{
|
| 691 |
+
"epoch": 0.9967453213995118,
|
| 692 |
+
"grad_norm": 0.6313973665237427,
|
| 693 |
+
"learning_rate": 3.712326702833032e-05,
|
| 694 |
+
"loss": 0.0359,
|
| 695 |
+
"step": 2450
|
| 696 |
+
},
|
| 697 |
+
{
|
| 698 |
+
"epoch": 1.0,
|
| 699 |
+
"eval_explained_variance": 0.22635483741760254,
|
| 700 |
+
"eval_loss": 0.03618196025490761,
|
| 701 |
+
"eval_mae": 0.1520702838897705,
|
| 702 |
+
"eval_mse": 0.03618059679865837,
|
| 703 |
+
"eval_r2": 0.22514164447784424,
|
| 704 |
+
"eval_rmse": 0.19021197858877967,
|
| 705 |
+
"eval_runtime": 39.05,
|
| 706 |
+
"eval_samples_per_second": 503.405,
|
| 707 |
+
"eval_steps_per_second": 7.887,
|
| 708 |
+
"step": 2458
|
| 709 |
+
},
|
| 710 |
+
{
|
| 711 |
+
"epoch": 1.0069161920260374,
|
| 712 |
+
"grad_norm": 0.5591532588005066,
|
| 713 |
+
"learning_rate": 3.693490054249548e-05,
|
| 714 |
+
"loss": 0.0361,
|
| 715 |
+
"step": 2475
|
| 716 |
+
},
|
| 717 |
+
{
|
| 718 |
+
"epoch": 1.017087062652563,
|
| 719 |
+
"grad_norm": 0.35737472772598267,
|
| 720 |
+
"learning_rate": 3.674653405666064e-05,
|
| 721 |
+
"loss": 0.035,
|
| 722 |
+
"step": 2500
|
| 723 |
+
},
|
| 724 |
+
{
|
| 725 |
+
"epoch": 1.0272579332790888,
|
| 726 |
+
"grad_norm": 1.0595606565475464,
|
| 727 |
+
"learning_rate": 3.6558167570825805e-05,
|
| 728 |
+
"loss": 0.0374,
|
| 729 |
+
"step": 2525
|
| 730 |
+
},
|
| 731 |
+
{
|
| 732 |
+
"epoch": 1.0374288039056143,
|
| 733 |
+
"grad_norm": 0.42890357971191406,
|
| 734 |
+
"learning_rate": 3.636980108499096e-05,
|
| 735 |
+
"loss": 0.0366,
|
| 736 |
+
"step": 2550
|
| 737 |
+
},
|
| 738 |
+
{
|
| 739 |
+
"epoch": 1.0475996745321399,
|
| 740 |
+
"grad_norm": 0.41043972969055176,
|
| 741 |
+
"learning_rate": 3.618143459915612e-05,
|
| 742 |
+
"loss": 0.0377,
|
| 743 |
+
"step": 2575
|
| 744 |
+
},
|
| 745 |
+
{
|
| 746 |
+
"epoch": 1.0577705451586656,
|
| 747 |
+
"grad_norm": 0.5887218117713928,
|
| 748 |
+
"learning_rate": 3.5993068113321284e-05,
|
| 749 |
+
"loss": 0.0391,
|
| 750 |
+
"step": 2600
|
| 751 |
+
},
|
| 752 |
+
{
|
| 753 |
+
"epoch": 1.0679414157851912,
|
| 754 |
+
"grad_norm": 0.245023712515831,
|
| 755 |
+
"learning_rate": 3.5804701627486435e-05,
|
| 756 |
+
"loss": 0.032,
|
| 757 |
+
"step": 2625
|
| 758 |
+
},
|
| 759 |
+
{
|
| 760 |
+
"epoch": 1.0781122864117167,
|
| 761 |
+
"grad_norm": 0.4018308222293854,
|
| 762 |
+
"learning_rate": 3.56163351416516e-05,
|
| 763 |
+
"loss": 0.0401,
|
| 764 |
+
"step": 2650
|
| 765 |
+
},
|
| 766 |
+
{
|
| 767 |
+
"epoch": 1.0882831570382425,
|
| 768 |
+
"grad_norm": 1.287443995475769,
|
| 769 |
+
"learning_rate": 3.5427968655816756e-05,
|
| 770 |
+
"loss": 0.0366,
|
| 771 |
+
"step": 2675
|
| 772 |
+
},
|
| 773 |
+
{
|
| 774 |
+
"epoch": 1.098454027664768,
|
| 775 |
+
"grad_norm": 0.9983925223350525,
|
| 776 |
+
"learning_rate": 3.5239602169981914e-05,
|
| 777 |
+
"loss": 0.0408,
|
| 778 |
+
"step": 2700
|
| 779 |
+
},
|
| 780 |
+
{
|
| 781 |
+
"epoch": 1.1086248982912936,
|
| 782 |
+
"grad_norm": 1.045338749885559,
|
| 783 |
+
"learning_rate": 3.505123568414708e-05,
|
| 784 |
+
"loss": 0.0411,
|
| 785 |
+
"step": 2725
|
| 786 |
+
},
|
| 787 |
+
{
|
| 788 |
+
"epoch": 1.1187957689178194,
|
| 789 |
+
"grad_norm": 0.2734503746032715,
|
| 790 |
+
"learning_rate": 3.4862869198312236e-05,
|
| 791 |
+
"loss": 0.0373,
|
| 792 |
+
"step": 2750
|
| 793 |
+
},
|
| 794 |
+
{
|
| 795 |
+
"epoch": 1.128966639544345,
|
| 796 |
+
"grad_norm": 0.4091496169567108,
|
| 797 |
+
"learning_rate": 3.46745027124774e-05,
|
| 798 |
+
"loss": 0.0362,
|
| 799 |
+
"step": 2775
|
| 800 |
+
},
|
| 801 |
+
{
|
| 802 |
+
"epoch": 1.1391375101708707,
|
| 803 |
+
"grad_norm": 1.026307225227356,
|
| 804 |
+
"learning_rate": 3.448613622664256e-05,
|
| 805 |
+
"loss": 0.036,
|
| 806 |
+
"step": 2800
|
| 807 |
+
},
|
| 808 |
+
{
|
| 809 |
+
"epoch": 1.1493083807973963,
|
| 810 |
+
"grad_norm": 0.5424162149429321,
|
| 811 |
+
"learning_rate": 3.4297769740807715e-05,
|
| 812 |
+
"loss": 0.0362,
|
| 813 |
+
"step": 2825
|
| 814 |
+
},
|
| 815 |
+
{
|
| 816 |
+
"epoch": 1.1594792514239218,
|
| 817 |
+
"grad_norm": 0.4070860743522644,
|
| 818 |
+
"learning_rate": 3.410940325497288e-05,
|
| 819 |
+
"loss": 0.0338,
|
| 820 |
+
"step": 2850
|
| 821 |
+
},
|
| 822 |
+
{
|
| 823 |
+
"epoch": 1.1696501220504476,
|
| 824 |
+
"grad_norm": 0.861303448677063,
|
| 825 |
+
"learning_rate": 3.392103676913804e-05,
|
| 826 |
+
"loss": 0.0371,
|
| 827 |
+
"step": 2875
|
| 828 |
+
},
|
| 829 |
+
{
|
| 830 |
+
"epoch": 1.1798209926769732,
|
| 831 |
+
"grad_norm": 0.6860642433166504,
|
| 832 |
+
"learning_rate": 3.3732670283303194e-05,
|
| 833 |
+
"loss": 0.0369,
|
| 834 |
+
"step": 2900
|
| 835 |
+
},
|
| 836 |
+
{
|
| 837 |
+
"epoch": 1.1899918633034987,
|
| 838 |
+
"grad_norm": 0.6697980761528015,
|
| 839 |
+
"learning_rate": 3.354430379746836e-05,
|
| 840 |
+
"loss": 0.0379,
|
| 841 |
+
"step": 2925
|
| 842 |
+
},
|
| 843 |
+
{
|
| 844 |
+
"epoch": 1.2001627339300245,
|
| 845 |
+
"grad_norm": 0.6728507876396179,
|
| 846 |
+
"learning_rate": 3.3355937311633516e-05,
|
| 847 |
+
"loss": 0.038,
|
| 848 |
+
"step": 2950
|
| 849 |
+
},
|
| 850 |
+
{
|
| 851 |
+
"epoch": 1.21033360455655,
|
| 852 |
+
"grad_norm": 0.4306727349758148,
|
| 853 |
+
"learning_rate": 3.316757082579868e-05,
|
| 854 |
+
"loss": 0.0381,
|
| 855 |
+
"step": 2975
|
| 856 |
+
},
|
| 857 |
+
{
|
| 858 |
+
"epoch": 1.2205044751830756,
|
| 859 |
+
"grad_norm": 0.8999012112617493,
|
| 860 |
+
"learning_rate": 3.297920433996384e-05,
|
| 861 |
+
"loss": 0.0393,
|
| 862 |
+
"step": 3000
|
| 863 |
+
},
|
| 864 |
+
{
|
| 865 |
+
"epoch": 1.2306753458096014,
|
| 866 |
+
"grad_norm": 0.358962744474411,
|
| 867 |
+
"learning_rate": 3.2790837854128995e-05,
|
| 868 |
+
"loss": 0.0374,
|
| 869 |
+
"step": 3025
|
| 870 |
+
},
|
| 871 |
+
{
|
| 872 |
+
"epoch": 1.240846216436127,
|
| 873 |
+
"grad_norm": 0.8197824954986572,
|
| 874 |
+
"learning_rate": 3.260247136829416e-05,
|
| 875 |
+
"loss": 0.0391,
|
| 876 |
+
"step": 3050
|
| 877 |
+
},
|
| 878 |
+
{
|
| 879 |
+
"epoch": 1.2510170870626527,
|
| 880 |
+
"grad_norm": 0.6671149730682373,
|
| 881 |
+
"learning_rate": 3.241410488245931e-05,
|
| 882 |
+
"loss": 0.0357,
|
| 883 |
+
"step": 3075
|
| 884 |
+
},
|
| 885 |
+
{
|
| 886 |
+
"epoch": 1.2611879576891782,
|
| 887 |
+
"grad_norm": 0.8932905197143555,
|
| 888 |
+
"learning_rate": 3.2225738396624475e-05,
|
| 889 |
+
"loss": 0.038,
|
| 890 |
+
"step": 3100
|
| 891 |
+
},
|
| 892 |
+
{
|
| 893 |
+
"epoch": 1.2713588283157038,
|
| 894 |
+
"grad_norm": 0.3033260405063629,
|
| 895 |
+
"learning_rate": 3.203737191078963e-05,
|
| 896 |
+
"loss": 0.0364,
|
| 897 |
+
"step": 3125
|
| 898 |
+
},
|
| 899 |
+
{
|
| 900 |
+
"epoch": 1.2815296989422293,
|
| 901 |
+
"grad_norm": 0.6071414351463318,
|
| 902 |
+
"learning_rate": 3.184900542495479e-05,
|
| 903 |
+
"loss": 0.0325,
|
| 904 |
+
"step": 3150
|
| 905 |
+
},
|
| 906 |
+
{
|
| 907 |
+
"epoch": 1.2917005695687551,
|
| 908 |
+
"grad_norm": 0.28337907791137695,
|
| 909 |
+
"learning_rate": 3.1660638939119954e-05,
|
| 910 |
+
"loss": 0.0373,
|
| 911 |
+
"step": 3175
|
| 912 |
+
},
|
| 913 |
+
{
|
| 914 |
+
"epoch": 1.3018714401952807,
|
| 915 |
+
"grad_norm": 0.5393190979957581,
|
| 916 |
+
"learning_rate": 3.147227245328511e-05,
|
| 917 |
+
"loss": 0.0362,
|
| 918 |
+
"step": 3200
|
| 919 |
+
},
|
| 920 |
+
{
|
| 921 |
+
"epoch": 1.3120423108218064,
|
| 922 |
+
"grad_norm": 1.3214200735092163,
|
| 923 |
+
"learning_rate": 3.128390596745027e-05,
|
| 924 |
+
"loss": 0.0368,
|
| 925 |
+
"step": 3225
|
| 926 |
+
},
|
| 927 |
+
{
|
| 928 |
+
"epoch": 1.322213181448332,
|
| 929 |
+
"grad_norm": 0.5053825974464417,
|
| 930 |
+
"learning_rate": 3.109553948161543e-05,
|
| 931 |
+
"loss": 0.0375,
|
| 932 |
+
"step": 3250
|
| 933 |
+
},
|
| 934 |
+
{
|
| 935 |
+
"epoch": 1.3323840520748575,
|
| 936 |
+
"grad_norm": 0.4198523759841919,
|
| 937 |
+
"learning_rate": 3.090717299578059e-05,
|
| 938 |
+
"loss": 0.0404,
|
| 939 |
+
"step": 3275
|
| 940 |
+
},
|
| 941 |
+
{
|
| 942 |
+
"epoch": 1.342554922701383,
|
| 943 |
+
"grad_norm": 0.9187168478965759,
|
| 944 |
+
"learning_rate": 3.0718806509945755e-05,
|
| 945 |
+
"loss": 0.0374,
|
| 946 |
+
"step": 3300
|
| 947 |
+
},
|
| 948 |
+
{
|
| 949 |
+
"epoch": 1.3527257933279089,
|
| 950 |
+
"grad_norm": 0.3942495882511139,
|
| 951 |
+
"learning_rate": 3.053044002411091e-05,
|
| 952 |
+
"loss": 0.0362,
|
| 953 |
+
"step": 3325
|
| 954 |
+
},
|
| 955 |
+
{
|
| 956 |
+
"epoch": 1.3628966639544344,
|
| 957 |
+
"grad_norm": 0.6447917819023132,
|
| 958 |
+
"learning_rate": 3.0342073538276073e-05,
|
| 959 |
+
"loss": 0.038,
|
| 960 |
+
"step": 3350
|
| 961 |
+
},
|
| 962 |
+
{
|
| 963 |
+
"epoch": 1.3730675345809602,
|
| 964 |
+
"grad_norm": 0.3163827061653137,
|
| 965 |
+
"learning_rate": 3.015370705244123e-05,
|
| 966 |
+
"loss": 0.0369,
|
| 967 |
+
"step": 3375
|
| 968 |
+
},
|
| 969 |
+
{
|
| 970 |
+
"epoch": 1.3832384052074858,
|
| 971 |
+
"grad_norm": 0.3072253465652466,
|
| 972 |
+
"learning_rate": 2.9965340566606392e-05,
|
| 973 |
+
"loss": 0.0385,
|
| 974 |
+
"step": 3400
|
| 975 |
+
},
|
| 976 |
+
{
|
| 977 |
+
"epoch": 1.3934092758340113,
|
| 978 |
+
"grad_norm": 0.4808538556098938,
|
| 979 |
+
"learning_rate": 2.9776974080771553e-05,
|
| 980 |
+
"loss": 0.0378,
|
| 981 |
+
"step": 3425
|
| 982 |
+
},
|
| 983 |
+
{
|
| 984 |
+
"epoch": 1.403580146460537,
|
| 985 |
+
"grad_norm": 0.2448228895664215,
|
| 986 |
+
"learning_rate": 2.9588607594936714e-05,
|
| 987 |
+
"loss": 0.0337,
|
| 988 |
+
"step": 3450
|
| 989 |
+
},
|
| 990 |
+
{
|
| 991 |
+
"epoch": 1.4137510170870626,
|
| 992 |
+
"grad_norm": 0.42077022790908813,
|
| 993 |
+
"learning_rate": 2.940024110910187e-05,
|
| 994 |
+
"loss": 0.0359,
|
| 995 |
+
"step": 3475
|
| 996 |
+
},
|
| 997 |
+
{
|
| 998 |
+
"epoch": 1.4239218877135884,
|
| 999 |
+
"grad_norm": 0.48862871527671814,
|
| 1000 |
+
"learning_rate": 2.921187462326703e-05,
|
| 1001 |
+
"loss": 0.0378,
|
| 1002 |
+
"step": 3500
|
| 1003 |
+
},
|
| 1004 |
+
{
|
| 1005 |
+
"epoch": 1.434092758340114,
|
| 1006 |
+
"grad_norm": 0.5912586450576782,
|
| 1007 |
+
"learning_rate": 2.9023508137432186e-05,
|
| 1008 |
+
"loss": 0.0384,
|
| 1009 |
+
"step": 3525
|
| 1010 |
+
},
|
| 1011 |
+
{
|
| 1012 |
+
"epoch": 1.4442636289666395,
|
| 1013 |
+
"grad_norm": 0.4059402644634247,
|
| 1014 |
+
"learning_rate": 2.8835141651597347e-05,
|
| 1015 |
+
"loss": 0.0381,
|
| 1016 |
+
"step": 3550
|
| 1017 |
+
},
|
| 1018 |
+
{
|
| 1019 |
+
"epoch": 1.454434499593165,
|
| 1020 |
+
"grad_norm": 0.3919837176799774,
|
| 1021 |
+
"learning_rate": 2.8646775165762508e-05,
|
| 1022 |
+
"loss": 0.036,
|
| 1023 |
+
"step": 3575
|
| 1024 |
+
},
|
| 1025 |
+
{
|
| 1026 |
+
"epoch": 1.4646053702196908,
|
| 1027 |
+
"grad_norm": 0.2935680150985718,
|
| 1028 |
+
"learning_rate": 2.845840867992767e-05,
|
| 1029 |
+
"loss": 0.0368,
|
| 1030 |
+
"step": 3600
|
| 1031 |
+
},
|
| 1032 |
+
{
|
| 1033 |
+
"epoch": 1.4747762408462164,
|
| 1034 |
+
"grad_norm": 0.7148743867874146,
|
| 1035 |
+
"learning_rate": 2.8270042194092826e-05,
|
| 1036 |
+
"loss": 0.0386,
|
| 1037 |
+
"step": 3625
|
| 1038 |
+
},
|
| 1039 |
+
{
|
| 1040 |
+
"epoch": 1.4849471114727422,
|
| 1041 |
+
"grad_norm": 1.314514398574829,
|
| 1042 |
+
"learning_rate": 2.8081675708257987e-05,
|
| 1043 |
+
"loss": 0.0375,
|
| 1044 |
+
"step": 3650
|
| 1045 |
+
},
|
| 1046 |
+
{
|
| 1047 |
+
"epoch": 1.4951179820992677,
|
| 1048 |
+
"grad_norm": 1.6261988878250122,
|
| 1049 |
+
"learning_rate": 2.7893309222423148e-05,
|
| 1050 |
+
"loss": 0.0376,
|
| 1051 |
+
"step": 3675
|
| 1052 |
+
},
|
| 1053 |
+
{
|
| 1054 |
+
"epoch": 1.5052888527257933,
|
| 1055 |
+
"grad_norm": 1.105427861213684,
|
| 1056 |
+
"learning_rate": 2.770494273658831e-05,
|
| 1057 |
+
"loss": 0.0354,
|
| 1058 |
+
"step": 3700
|
| 1059 |
+
},
|
| 1060 |
+
{
|
| 1061 |
+
"epoch": 1.5154597233523188,
|
| 1062 |
+
"grad_norm": 0.5577530264854431,
|
| 1063 |
+
"learning_rate": 2.7516576250753466e-05,
|
| 1064 |
+
"loss": 0.0362,
|
| 1065 |
+
"step": 3725
|
| 1066 |
+
},
|
| 1067 |
+
{
|
| 1068 |
+
"epoch": 1.5256305939788446,
|
| 1069 |
+
"grad_norm": 0.49557003378868103,
|
| 1070 |
+
"learning_rate": 2.7328209764918627e-05,
|
| 1071 |
+
"loss": 0.0389,
|
| 1072 |
+
"step": 3750
|
| 1073 |
+
},
|
| 1074 |
+
{
|
| 1075 |
+
"epoch": 1.5358014646053704,
|
| 1076 |
+
"grad_norm": 0.8892014622688293,
|
| 1077 |
+
"learning_rate": 2.7139843279083788e-05,
|
| 1078 |
+
"loss": 0.0379,
|
| 1079 |
+
"step": 3775
|
| 1080 |
+
},
|
| 1081 |
+
{
|
| 1082 |
+
"epoch": 1.545972335231896,
|
| 1083 |
+
"grad_norm": 0.5090736150741577,
|
| 1084 |
+
"learning_rate": 2.695147679324895e-05,
|
| 1085 |
+
"loss": 0.0359,
|
| 1086 |
+
"step": 3800
|
| 1087 |
+
},
|
| 1088 |
+
{
|
| 1089 |
+
"epoch": 1.5561432058584215,
|
| 1090 |
+
"grad_norm": 0.8963241577148438,
|
| 1091 |
+
"learning_rate": 2.6763110307414107e-05,
|
| 1092 |
+
"loss": 0.0421,
|
| 1093 |
+
"step": 3825
|
| 1094 |
+
},
|
| 1095 |
+
{
|
| 1096 |
+
"epoch": 1.566314076484947,
|
| 1097 |
+
"grad_norm": 0.3889683485031128,
|
| 1098 |
+
"learning_rate": 2.6574743821579268e-05,
|
| 1099 |
+
"loss": 0.0362,
|
| 1100 |
+
"step": 3850
|
| 1101 |
+
},
|
| 1102 |
+
{
|
| 1103 |
+
"epoch": 1.5764849471114726,
|
| 1104 |
+
"grad_norm": 0.6879289150238037,
|
| 1105 |
+
"learning_rate": 2.638637733574443e-05,
|
| 1106 |
+
"loss": 0.0367,
|
| 1107 |
+
"step": 3875
|
| 1108 |
+
},
|
| 1109 |
+
{
|
| 1110 |
+
"epoch": 1.5866558177379984,
|
| 1111 |
+
"grad_norm": 1.1574759483337402,
|
| 1112 |
+
"learning_rate": 2.619801084990959e-05,
|
| 1113 |
+
"loss": 0.0387,
|
| 1114 |
+
"step": 3900
|
| 1115 |
+
},
|
| 1116 |
+
{
|
| 1117 |
+
"epoch": 1.5968266883645241,
|
| 1118 |
+
"grad_norm": 1.3032798767089844,
|
| 1119 |
+
"learning_rate": 2.6009644364074747e-05,
|
| 1120 |
+
"loss": 0.0366,
|
| 1121 |
+
"step": 3925
|
| 1122 |
+
},
|
| 1123 |
+
{
|
| 1124 |
+
"epoch": 1.6069975589910497,
|
| 1125 |
+
"grad_norm": 1.0193997621536255,
|
| 1126 |
+
"learning_rate": 2.58212778782399e-05,
|
| 1127 |
+
"loss": 0.0325,
|
| 1128 |
+
"step": 3950
|
| 1129 |
+
},
|
| 1130 |
+
{
|
| 1131 |
+
"epoch": 1.6171684296175752,
|
| 1132 |
+
"grad_norm": 1.767223834991455,
|
| 1133 |
+
"learning_rate": 2.5632911392405062e-05,
|
| 1134 |
+
"loss": 0.0393,
|
| 1135 |
+
"step": 3975
|
| 1136 |
+
},
|
| 1137 |
+
{
|
| 1138 |
+
"epoch": 1.6273393002441008,
|
| 1139 |
+
"grad_norm": 1.016648530960083,
|
| 1140 |
+
"learning_rate": 2.5444544906570223e-05,
|
| 1141 |
+
"loss": 0.0333,
|
| 1142 |
+
"step": 4000
|
| 1143 |
+
},
|
| 1144 |
+
{
|
| 1145 |
+
"epoch": 1.6375101708706266,
|
| 1146 |
+
"grad_norm": 2.0735578536987305,
|
| 1147 |
+
"learning_rate": 2.5256178420735384e-05,
|
| 1148 |
+
"loss": 0.0355,
|
| 1149 |
+
"step": 4025
|
| 1150 |
+
},
|
| 1151 |
+
{
|
| 1152 |
+
"epoch": 1.647681041497152,
|
| 1153 |
+
"grad_norm": 0.8982949256896973,
|
| 1154 |
+
"learning_rate": 2.506781193490054e-05,
|
| 1155 |
+
"loss": 0.0369,
|
| 1156 |
+
"step": 4050
|
| 1157 |
+
},
|
| 1158 |
+
{
|
| 1159 |
+
"epoch": 1.6578519121236779,
|
| 1160 |
+
"grad_norm": 0.324400395154953,
|
| 1161 |
+
"learning_rate": 2.4879445449065702e-05,
|
| 1162 |
+
"loss": 0.0358,
|
| 1163 |
+
"step": 4075
|
| 1164 |
+
},
|
| 1165 |
+
{
|
| 1166 |
+
"epoch": 1.6680227827502034,
|
| 1167 |
+
"grad_norm": 0.32701972126960754,
|
| 1168 |
+
"learning_rate": 2.4691078963230863e-05,
|
| 1169 |
+
"loss": 0.0336,
|
| 1170 |
+
"step": 4100
|
| 1171 |
+
},
|
| 1172 |
+
{
|
| 1173 |
+
"epoch": 1.678193653376729,
|
| 1174 |
+
"grad_norm": 1.151262640953064,
|
| 1175 |
+
"learning_rate": 2.4502712477396024e-05,
|
| 1176 |
+
"loss": 0.0392,
|
| 1177 |
+
"step": 4125
|
| 1178 |
+
},
|
| 1179 |
+
{
|
| 1180 |
+
"epoch": 1.6883645240032545,
|
| 1181 |
+
"grad_norm": 0.5716719627380371,
|
| 1182 |
+
"learning_rate": 2.431434599156118e-05,
|
| 1183 |
+
"loss": 0.0383,
|
| 1184 |
+
"step": 4150
|
| 1185 |
+
},
|
| 1186 |
+
{
|
| 1187 |
+
"epoch": 1.6985353946297803,
|
| 1188 |
+
"grad_norm": 0.8748169541358948,
|
| 1189 |
+
"learning_rate": 2.4125979505726342e-05,
|
| 1190 |
+
"loss": 0.0344,
|
| 1191 |
+
"step": 4175
|
| 1192 |
+
},
|
| 1193 |
+
{
|
| 1194 |
+
"epoch": 1.708706265256306,
|
| 1195 |
+
"grad_norm": 0.25271666049957275,
|
| 1196 |
+
"learning_rate": 2.3937613019891503e-05,
|
| 1197 |
+
"loss": 0.0351,
|
| 1198 |
+
"step": 4200
|
| 1199 |
+
},
|
| 1200 |
+
{
|
| 1201 |
+
"epoch": 1.7188771358828316,
|
| 1202 |
+
"grad_norm": 0.23297059535980225,
|
| 1203 |
+
"learning_rate": 2.3749246534056664e-05,
|
| 1204 |
+
"loss": 0.0337,
|
| 1205 |
+
"step": 4225
|
| 1206 |
+
},
|
| 1207 |
+
{
|
| 1208 |
+
"epoch": 1.7290480065093572,
|
| 1209 |
+
"grad_norm": 0.3409133851528168,
|
| 1210 |
+
"learning_rate": 2.356088004822182e-05,
|
| 1211 |
+
"loss": 0.0346,
|
| 1212 |
+
"step": 4250
|
| 1213 |
+
},
|
| 1214 |
+
{
|
| 1215 |
+
"epoch": 1.7392188771358827,
|
| 1216 |
+
"grad_norm": 0.822523832321167,
|
| 1217 |
+
"learning_rate": 2.337251356238698e-05,
|
| 1218 |
+
"loss": 0.0374,
|
| 1219 |
+
"step": 4275
|
| 1220 |
+
},
|
| 1221 |
+
{
|
| 1222 |
+
"epoch": 1.7493897477624083,
|
| 1223 |
+
"grad_norm": 1.9754129648208618,
|
| 1224 |
+
"learning_rate": 2.318414707655214e-05,
|
| 1225 |
+
"loss": 0.0409,
|
| 1226 |
+
"step": 4300
|
| 1227 |
+
},
|
| 1228 |
+
{
|
| 1229 |
+
"epoch": 1.759560618388934,
|
| 1230 |
+
"grad_norm": 0.49358049035072327,
|
| 1231 |
+
"learning_rate": 2.29957805907173e-05,
|
| 1232 |
+
"loss": 0.0379,
|
| 1233 |
+
"step": 4325
|
| 1234 |
+
},
|
| 1235 |
+
{
|
| 1236 |
+
"epoch": 1.7697314890154598,
|
| 1237 |
+
"grad_norm": 0.6075097918510437,
|
| 1238 |
+
"learning_rate": 2.280741410488246e-05,
|
| 1239 |
+
"loss": 0.0358,
|
| 1240 |
+
"step": 4350
|
| 1241 |
+
},
|
| 1242 |
+
{
|
| 1243 |
+
"epoch": 1.7799023596419854,
|
| 1244 |
+
"grad_norm": 0.5666526556015015,
|
| 1245 |
+
"learning_rate": 2.261904761904762e-05,
|
| 1246 |
+
"loss": 0.0337,
|
| 1247 |
+
"step": 4375
|
| 1248 |
+
},
|
| 1249 |
+
{
|
| 1250 |
+
"epoch": 1.790073230268511,
|
| 1251 |
+
"grad_norm": 0.7485412955284119,
|
| 1252 |
+
"learning_rate": 2.243068113321278e-05,
|
| 1253 |
+
"loss": 0.037,
|
| 1254 |
+
"step": 4400
|
| 1255 |
+
},
|
| 1256 |
+
{
|
| 1257 |
+
"epoch": 1.8002441008950365,
|
| 1258 |
+
"grad_norm": 0.585403323173523,
|
| 1259 |
+
"learning_rate": 2.224231464737794e-05,
|
| 1260 |
+
"loss": 0.0379,
|
| 1261 |
+
"step": 4425
|
| 1262 |
+
},
|
| 1263 |
+
{
|
| 1264 |
+
"epoch": 1.8104149715215623,
|
| 1265 |
+
"grad_norm": 0.7822312712669373,
|
| 1266 |
+
"learning_rate": 2.2053948161543102e-05,
|
| 1267 |
+
"loss": 0.0368,
|
| 1268 |
+
"step": 4450
|
| 1269 |
+
},
|
| 1270 |
+
{
|
| 1271 |
+
"epoch": 1.8205858421480878,
|
| 1272 |
+
"grad_norm": 0.3547162413597107,
|
| 1273 |
+
"learning_rate": 2.186558167570826e-05,
|
| 1274 |
+
"loss": 0.038,
|
| 1275 |
+
"step": 4475
|
| 1276 |
+
},
|
| 1277 |
+
{
|
| 1278 |
+
"epoch": 1.8307567127746136,
|
| 1279 |
+
"grad_norm": 0.5509994626045227,
|
| 1280 |
+
"learning_rate": 2.1677215189873417e-05,
|
| 1281 |
+
"loss": 0.0371,
|
| 1282 |
+
"step": 4500
|
| 1283 |
+
},
|
| 1284 |
+
{
|
| 1285 |
+
"epoch": 1.8409275834011392,
|
| 1286 |
+
"grad_norm": 1.1359673738479614,
|
| 1287 |
+
"learning_rate": 2.1488848704038578e-05,
|
| 1288 |
+
"loss": 0.0321,
|
| 1289 |
+
"step": 4525
|
| 1290 |
+
},
|
| 1291 |
+
{
|
| 1292 |
+
"epoch": 1.8510984540276647,
|
| 1293 |
+
"grad_norm": 0.7981705069541931,
|
| 1294 |
+
"learning_rate": 2.130048221820374e-05,
|
| 1295 |
+
"loss": 0.0369,
|
| 1296 |
+
"step": 4550
|
| 1297 |
+
},
|
| 1298 |
+
{
|
| 1299 |
+
"epoch": 1.8612693246541903,
|
| 1300 |
+
"grad_norm": 0.3582057058811188,
|
| 1301 |
+
"learning_rate": 2.11121157323689e-05,
|
| 1302 |
+
"loss": 0.0412,
|
| 1303 |
+
"step": 4575
|
| 1304 |
+
},
|
| 1305 |
+
{
|
| 1306 |
+
"epoch": 1.871440195280716,
|
| 1307 |
+
"grad_norm": 0.9928992986679077,
|
| 1308 |
+
"learning_rate": 2.0923749246534057e-05,
|
| 1309 |
+
"loss": 0.0352,
|
| 1310 |
+
"step": 4600
|
| 1311 |
+
},
|
| 1312 |
+
{
|
| 1313 |
+
"epoch": 1.8816110659072418,
|
| 1314 |
+
"grad_norm": 0.48575785756111145,
|
| 1315 |
+
"learning_rate": 2.0735382760699218e-05,
|
| 1316 |
+
"loss": 0.035,
|
| 1317 |
+
"step": 4625
|
| 1318 |
+
},
|
| 1319 |
+
{
|
| 1320 |
+
"epoch": 1.8917819365337674,
|
| 1321 |
+
"grad_norm": 0.5365208387374878,
|
| 1322 |
+
"learning_rate": 2.054701627486438e-05,
|
| 1323 |
+
"loss": 0.0379,
|
| 1324 |
+
"step": 4650
|
| 1325 |
+
},
|
| 1326 |
+
{
|
| 1327 |
+
"epoch": 1.901952807160293,
|
| 1328 |
+
"grad_norm": 1.141358494758606,
|
| 1329 |
+
"learning_rate": 2.0358649789029536e-05,
|
| 1330 |
+
"loss": 0.0355,
|
| 1331 |
+
"step": 4675
|
| 1332 |
+
},
|
| 1333 |
+
{
|
| 1334 |
+
"epoch": 1.9121236777868185,
|
| 1335 |
+
"grad_norm": 0.43180742859840393,
|
| 1336 |
+
"learning_rate": 2.0170283303194694e-05,
|
| 1337 |
+
"loss": 0.0354,
|
| 1338 |
+
"step": 4700
|
| 1339 |
+
},
|
| 1340 |
+
{
|
| 1341 |
+
"epoch": 1.922294548413344,
|
| 1342 |
+
"grad_norm": 0.7140740752220154,
|
| 1343 |
+
"learning_rate": 1.9981916817359855e-05,
|
| 1344 |
+
"loss": 0.0355,
|
| 1345 |
+
"step": 4725
|
| 1346 |
+
},
|
| 1347 |
+
{
|
| 1348 |
+
"epoch": 1.9324654190398698,
|
| 1349 |
+
"grad_norm": 0.30647122859954834,
|
| 1350 |
+
"learning_rate": 1.9793550331525016e-05,
|
| 1351 |
+
"loss": 0.0371,
|
| 1352 |
+
"step": 4750
|
| 1353 |
+
},
|
| 1354 |
+
{
|
| 1355 |
+
"epoch": 1.9426362896663956,
|
| 1356 |
+
"grad_norm": 0.42196792364120483,
|
| 1357 |
+
"learning_rate": 1.9605183845690177e-05,
|
| 1358 |
+
"loss": 0.0356,
|
| 1359 |
+
"step": 4775
|
| 1360 |
+
},
|
| 1361 |
+
{
|
| 1362 |
+
"epoch": 1.9528071602929211,
|
| 1363 |
+
"grad_norm": 0.6331903338432312,
|
| 1364 |
+
"learning_rate": 1.9416817359855334e-05,
|
| 1365 |
+
"loss": 0.0352,
|
| 1366 |
+
"step": 4800
|
| 1367 |
+
},
|
| 1368 |
+
{
|
| 1369 |
+
"epoch": 1.9629780309194467,
|
| 1370 |
+
"grad_norm": 0.7057808637619019,
|
| 1371 |
+
"learning_rate": 1.9228450874020495e-05,
|
| 1372 |
+
"loss": 0.0364,
|
| 1373 |
+
"step": 4825
|
| 1374 |
+
},
|
| 1375 |
+
{
|
| 1376 |
+
"epoch": 1.9731489015459722,
|
| 1377 |
+
"grad_norm": 0.49434205889701843,
|
| 1378 |
+
"learning_rate": 1.9040084388185656e-05,
|
| 1379 |
+
"loss": 0.0347,
|
| 1380 |
+
"step": 4850
|
| 1381 |
+
},
|
| 1382 |
+
{
|
| 1383 |
+
"epoch": 1.983319772172498,
|
| 1384 |
+
"grad_norm": 0.3139288127422333,
|
| 1385 |
+
"learning_rate": 1.8851717902350817e-05,
|
| 1386 |
+
"loss": 0.0364,
|
| 1387 |
+
"step": 4875
|
| 1388 |
+
},
|
| 1389 |
+
{
|
| 1390 |
+
"epoch": 1.9934906427990235,
|
| 1391 |
+
"grad_norm": 0.3922992944717407,
|
| 1392 |
+
"learning_rate": 1.8663351416515974e-05,
|
| 1393 |
+
"loss": 0.036,
|
| 1394 |
+
"step": 4900
|
| 1395 |
+
},
|
| 1396 |
+
{
|
| 1397 |
+
"epoch": 2.0,
|
| 1398 |
+
"eval_explained_variance": 0.25461888313293457,
|
| 1399 |
+
"eval_loss": 0.03482421860098839,
|
| 1400 |
+
"eval_mae": 0.14410310983657837,
|
| 1401 |
+
"eval_mse": 0.0348237045109272,
|
| 1402 |
+
"eval_r2": 0.25420135259628296,
|
| 1403 |
+
"eval_rmse": 0.18661110500430353,
|
| 1404 |
+
"eval_runtime": 39.031,
|
| 1405 |
+
"eval_samples_per_second": 503.652,
|
| 1406 |
+
"eval_steps_per_second": 7.891,
|
| 1407 |
+
"step": 4916
|
| 1408 |
+
},
|
| 1409 |
+
{
|
| 1410 |
+
"epoch": 2.0036615134255493,
|
| 1411 |
+
"grad_norm": 0.5134842395782471,
|
| 1412 |
+
"learning_rate": 1.8474984930681132e-05,
|
| 1413 |
+
"loss": 0.0344,
|
| 1414 |
+
"step": 4925
|
| 1415 |
+
},
|
| 1416 |
+
{
|
| 1417 |
+
"epoch": 2.013832384052075,
|
| 1418 |
+
"grad_norm": 0.3377295136451721,
|
| 1419 |
+
"learning_rate": 1.8286618444846293e-05,
|
| 1420 |
+
"loss": 0.0336,
|
| 1421 |
+
"step": 4950
|
| 1422 |
+
},
|
| 1423 |
+
{
|
| 1424 |
+
"epoch": 2.0240032546786004,
|
| 1425 |
+
"grad_norm": 0.3855837285518646,
|
| 1426 |
+
"learning_rate": 1.8098251959011453e-05,
|
| 1427 |
+
"loss": 0.0316,
|
| 1428 |
+
"step": 4975
|
| 1429 |
+
},
|
| 1430 |
+
{
|
| 1431 |
+
"epoch": 2.034174125305126,
|
| 1432 |
+
"grad_norm": 0.4808228313922882,
|
| 1433 |
+
"learning_rate": 1.7909885473176614e-05,
|
| 1434 |
+
"loss": 0.0347,
|
| 1435 |
+
"step": 5000
|
| 1436 |
+
},
|
| 1437 |
+
{
|
| 1438 |
+
"epoch": 2.0443449959316515,
|
| 1439 |
+
"grad_norm": 0.6781342029571533,
|
| 1440 |
+
"learning_rate": 1.7721518987341772e-05,
|
| 1441 |
+
"loss": 0.0366,
|
| 1442 |
+
"step": 5025
|
| 1443 |
+
},
|
| 1444 |
+
{
|
| 1445 |
+
"epoch": 2.0545158665581775,
|
| 1446 |
+
"grad_norm": 0.5457364320755005,
|
| 1447 |
+
"learning_rate": 1.7533152501506933e-05,
|
| 1448 |
+
"loss": 0.0326,
|
| 1449 |
+
"step": 5050
|
| 1450 |
+
},
|
| 1451 |
+
{
|
| 1452 |
+
"epoch": 2.064686737184703,
|
| 1453 |
+
"grad_norm": 1.1539140939712524,
|
| 1454 |
+
"learning_rate": 1.7344786015672094e-05,
|
| 1455 |
+
"loss": 0.032,
|
| 1456 |
+
"step": 5075
|
| 1457 |
+
},
|
| 1458 |
+
{
|
| 1459 |
+
"epoch": 2.0748576078112286,
|
| 1460 |
+
"grad_norm": 0.7635537981987,
|
| 1461 |
+
"learning_rate": 1.7156419529837255e-05,
|
| 1462 |
+
"loss": 0.0318,
|
| 1463 |
+
"step": 5100
|
| 1464 |
+
},
|
| 1465 |
+
{
|
| 1466 |
+
"epoch": 2.085028478437754,
|
| 1467 |
+
"grad_norm": 0.8772742748260498,
|
| 1468 |
+
"learning_rate": 1.6968053044002412e-05,
|
| 1469 |
+
"loss": 0.0337,
|
| 1470 |
+
"step": 5125
|
| 1471 |
+
},
|
| 1472 |
+
{
|
| 1473 |
+
"epoch": 2.0951993490642797,
|
| 1474 |
+
"grad_norm": 0.45236992835998535,
|
| 1475 |
+
"learning_rate": 1.677968655816757e-05,
|
| 1476 |
+
"loss": 0.031,
|
| 1477 |
+
"step": 5150
|
| 1478 |
+
},
|
| 1479 |
+
{
|
| 1480 |
+
"epoch": 2.1053702196908057,
|
| 1481 |
+
"grad_norm": 0.5050310492515564,
|
| 1482 |
+
"learning_rate": 1.659132007233273e-05,
|
| 1483 |
+
"loss": 0.031,
|
| 1484 |
+
"step": 5175
|
| 1485 |
+
},
|
| 1486 |
+
{
|
| 1487 |
+
"epoch": 2.1155410903173313,
|
| 1488 |
+
"grad_norm": 0.442862331867218,
|
| 1489 |
+
"learning_rate": 1.640295358649789e-05,
|
| 1490 |
+
"loss": 0.0342,
|
| 1491 |
+
"step": 5200
|
| 1492 |
+
},
|
| 1493 |
+
{
|
| 1494 |
+
"epoch": 2.125711960943857,
|
| 1495 |
+
"grad_norm": 0.5236470103263855,
|
| 1496 |
+
"learning_rate": 1.6214587100663052e-05,
|
| 1497 |
+
"loss": 0.0372,
|
| 1498 |
+
"step": 5225
|
| 1499 |
+
},
|
| 1500 |
+
{
|
| 1501 |
+
"epoch": 2.1358828315703824,
|
| 1502 |
+
"grad_norm": 0.9813937544822693,
|
| 1503 |
+
"learning_rate": 1.602622061482821e-05,
|
| 1504 |
+
"loss": 0.0326,
|
| 1505 |
+
"step": 5250
|
| 1506 |
+
},
|
| 1507 |
+
{
|
| 1508 |
+
"epoch": 2.146053702196908,
|
| 1509 |
+
"grad_norm": 0.349025696516037,
|
| 1510 |
+
"learning_rate": 1.583785412899337e-05,
|
| 1511 |
+
"loss": 0.0346,
|
| 1512 |
+
"step": 5275
|
| 1513 |
+
},
|
| 1514 |
+
{
|
| 1515 |
+
"epoch": 2.1562245728234335,
|
| 1516 |
+
"grad_norm": 0.35612091422080994,
|
| 1517 |
+
"learning_rate": 1.564948764315853e-05,
|
| 1518 |
+
"loss": 0.0342,
|
| 1519 |
+
"step": 5300
|
| 1520 |
+
},
|
| 1521 |
+
{
|
| 1522 |
+
"epoch": 2.1663954434499595,
|
| 1523 |
+
"grad_norm": 0.5912727117538452,
|
| 1524 |
+
"learning_rate": 1.5461121157323692e-05,
|
| 1525 |
+
"loss": 0.0324,
|
| 1526 |
+
"step": 5325
|
| 1527 |
+
},
|
| 1528 |
+
{
|
| 1529 |
+
"epoch": 2.176566314076485,
|
| 1530 |
+
"grad_norm": 0.2870270609855652,
|
| 1531 |
+
"learning_rate": 1.5272754671488847e-05,
|
| 1532 |
+
"loss": 0.0342,
|
| 1533 |
+
"step": 5350
|
| 1534 |
+
},
|
| 1535 |
+
{
|
| 1536 |
+
"epoch": 2.1867371847030106,
|
| 1537 |
+
"grad_norm": 0.3680706322193146,
|
| 1538 |
+
"learning_rate": 1.5084388185654007e-05,
|
| 1539 |
+
"loss": 0.0329,
|
| 1540 |
+
"step": 5375
|
| 1541 |
+
},
|
| 1542 |
+
{
|
| 1543 |
+
"epoch": 2.196908055329536,
|
| 1544 |
+
"grad_norm": 0.9814783930778503,
|
| 1545 |
+
"learning_rate": 1.4896021699819168e-05,
|
| 1546 |
+
"loss": 0.0293,
|
| 1547 |
+
"step": 5400
|
| 1548 |
+
},
|
| 1549 |
+
{
|
| 1550 |
+
"epoch": 2.2070789259560617,
|
| 1551 |
+
"grad_norm": 0.7239277958869934,
|
| 1552 |
+
"learning_rate": 1.4707655213984328e-05,
|
| 1553 |
+
"loss": 0.0346,
|
| 1554 |
+
"step": 5425
|
| 1555 |
+
},
|
| 1556 |
+
{
|
| 1557 |
+
"epoch": 2.2172497965825873,
|
| 1558 |
+
"grad_norm": 0.44417452812194824,
|
| 1559 |
+
"learning_rate": 1.4519288728149488e-05,
|
| 1560 |
+
"loss": 0.0339,
|
| 1561 |
+
"step": 5450
|
| 1562 |
+
},
|
| 1563 |
+
{
|
| 1564 |
+
"epoch": 2.2274206672091132,
|
| 1565 |
+
"grad_norm": 0.3636336326599121,
|
| 1566 |
+
"learning_rate": 1.4330922242314648e-05,
|
| 1567 |
+
"loss": 0.0327,
|
| 1568 |
+
"step": 5475
|
| 1569 |
+
},
|
| 1570 |
+
{
|
| 1571 |
+
"epoch": 2.237591537835639,
|
| 1572 |
+
"grad_norm": 0.2732349634170532,
|
| 1573 |
+
"learning_rate": 1.4142555756479809e-05,
|
| 1574 |
+
"loss": 0.032,
|
| 1575 |
+
"step": 5500
|
| 1576 |
+
},
|
| 1577 |
+
{
|
| 1578 |
+
"epoch": 2.2477624084621644,
|
| 1579 |
+
"grad_norm": 0.820342481136322,
|
| 1580 |
+
"learning_rate": 1.3954189270644968e-05,
|
| 1581 |
+
"loss": 0.0318,
|
| 1582 |
+
"step": 5525
|
| 1583 |
+
},
|
| 1584 |
+
{
|
| 1585 |
+
"epoch": 2.25793327908869,
|
| 1586 |
+
"grad_norm": 0.31075552105903625,
|
| 1587 |
+
"learning_rate": 1.3765822784810129e-05,
|
| 1588 |
+
"loss": 0.0311,
|
| 1589 |
+
"step": 5550
|
| 1590 |
+
},
|
| 1591 |
+
{
|
| 1592 |
+
"epoch": 2.2681041497152155,
|
| 1593 |
+
"grad_norm": 0.8737571835517883,
|
| 1594 |
+
"learning_rate": 1.3577456298975286e-05,
|
| 1595 |
+
"loss": 0.0356,
|
| 1596 |
+
"step": 5575
|
| 1597 |
+
},
|
| 1598 |
+
{
|
| 1599 |
+
"epoch": 2.2782750203417415,
|
| 1600 |
+
"grad_norm": 0.9981245994567871,
|
| 1601 |
+
"learning_rate": 1.3389089813140445e-05,
|
| 1602 |
+
"loss": 0.0333,
|
| 1603 |
+
"step": 5600
|
| 1604 |
+
},
|
| 1605 |
+
{
|
| 1606 |
+
"epoch": 2.288445890968267,
|
| 1607 |
+
"grad_norm": 0.5384612679481506,
|
| 1608 |
+
"learning_rate": 1.3200723327305606e-05,
|
| 1609 |
+
"loss": 0.0316,
|
| 1610 |
+
"step": 5625
|
| 1611 |
+
},
|
| 1612 |
+
{
|
| 1613 |
+
"epoch": 2.2986167615947926,
|
| 1614 |
+
"grad_norm": 0.6893337965011597,
|
| 1615 |
+
"learning_rate": 1.3012356841470765e-05,
|
| 1616 |
+
"loss": 0.0324,
|
| 1617 |
+
"step": 5650
|
| 1618 |
+
},
|
| 1619 |
+
{
|
| 1620 |
+
"epoch": 2.308787632221318,
|
| 1621 |
+
"grad_norm": 0.449916273355484,
|
| 1622 |
+
"learning_rate": 1.2823990355635926e-05,
|
| 1623 |
+
"loss": 0.0325,
|
| 1624 |
+
"step": 5675
|
| 1625 |
+
},
|
| 1626 |
+
{
|
| 1627 |
+
"epoch": 2.3189585028478437,
|
| 1628 |
+
"grad_norm": 0.38824161887168884,
|
| 1629 |
+
"learning_rate": 1.2635623869801086e-05,
|
| 1630 |
+
"loss": 0.0339,
|
| 1631 |
+
"step": 5700
|
| 1632 |
+
},
|
| 1633 |
+
{
|
| 1634 |
+
"epoch": 2.329129373474369,
|
| 1635 |
+
"grad_norm": 0.7458836436271667,
|
| 1636 |
+
"learning_rate": 1.2447257383966246e-05,
|
| 1637 |
+
"loss": 0.0355,
|
| 1638 |
+
"step": 5725
|
| 1639 |
+
},
|
| 1640 |
+
{
|
| 1641 |
+
"epoch": 2.339300244100895,
|
| 1642 |
+
"grad_norm": 0.47954612970352173,
|
| 1643 |
+
"learning_rate": 1.2258890898131404e-05,
|
| 1644 |
+
"loss": 0.0323,
|
| 1645 |
+
"step": 5750
|
| 1646 |
+
},
|
| 1647 |
+
{
|
| 1648 |
+
"epoch": 2.3494711147274208,
|
| 1649 |
+
"grad_norm": 0.42400848865509033,
|
| 1650 |
+
"learning_rate": 1.2070524412296565e-05,
|
| 1651 |
+
"loss": 0.0302,
|
| 1652 |
+
"step": 5775
|
| 1653 |
+
},
|
| 1654 |
+
{
|
| 1655 |
+
"epoch": 2.3596419853539463,
|
| 1656 |
+
"grad_norm": 1.189965009689331,
|
| 1657 |
+
"learning_rate": 1.1882157926461724e-05,
|
| 1658 |
+
"loss": 0.0338,
|
| 1659 |
+
"step": 5800
|
| 1660 |
+
},
|
| 1661 |
+
{
|
| 1662 |
+
"epoch": 2.369812855980472,
|
| 1663 |
+
"grad_norm": 0.5762277841567993,
|
| 1664 |
+
"learning_rate": 1.1693791440626885e-05,
|
| 1665 |
+
"loss": 0.0332,
|
| 1666 |
+
"step": 5825
|
| 1667 |
+
},
|
| 1668 |
+
{
|
| 1669 |
+
"epoch": 2.3799837266069974,
|
| 1670 |
+
"grad_norm": 0.5994691848754883,
|
| 1671 |
+
"learning_rate": 1.1505424954792044e-05,
|
| 1672 |
+
"loss": 0.0364,
|
| 1673 |
+
"step": 5850
|
| 1674 |
+
},
|
| 1675 |
+
{
|
| 1676 |
+
"epoch": 2.390154597233523,
|
| 1677 |
+
"grad_norm": 0.9533575773239136,
|
| 1678 |
+
"learning_rate": 1.1317058468957203e-05,
|
| 1679 |
+
"loss": 0.0326,
|
| 1680 |
+
"step": 5875
|
| 1681 |
+
},
|
| 1682 |
+
{
|
| 1683 |
+
"epoch": 2.400325467860049,
|
| 1684 |
+
"grad_norm": 0.4238649308681488,
|
| 1685 |
+
"learning_rate": 1.1128691983122364e-05,
|
| 1686 |
+
"loss": 0.034,
|
| 1687 |
+
"step": 5900
|
| 1688 |
+
},
|
| 1689 |
+
{
|
| 1690 |
+
"epoch": 2.4104963384865745,
|
| 1691 |
+
"grad_norm": 0.8726415038108826,
|
| 1692 |
+
"learning_rate": 1.0940325497287523e-05,
|
| 1693 |
+
"loss": 0.0327,
|
| 1694 |
+
"step": 5925
|
| 1695 |
+
},
|
| 1696 |
+
{
|
| 1697 |
+
"epoch": 2.4206672091131,
|
| 1698 |
+
"grad_norm": 0.5922726988792419,
|
| 1699 |
+
"learning_rate": 1.0751959011452683e-05,
|
| 1700 |
+
"loss": 0.0337,
|
| 1701 |
+
"step": 5950
|
| 1702 |
+
},
|
| 1703 |
+
{
|
| 1704 |
+
"epoch": 2.4308380797396256,
|
| 1705 |
+
"grad_norm": 0.3707614839076996,
|
| 1706 |
+
"learning_rate": 1.0563592525617842e-05,
|
| 1707 |
+
"loss": 0.0338,
|
| 1708 |
+
"step": 5975
|
| 1709 |
+
},
|
| 1710 |
+
{
|
| 1711 |
+
"epoch": 2.441008950366151,
|
| 1712 |
+
"grad_norm": 0.4853639602661133,
|
| 1713 |
+
"learning_rate": 1.0375226039783003e-05,
|
| 1714 |
+
"loss": 0.0317,
|
| 1715 |
+
"step": 6000
|
| 1716 |
+
},
|
| 1717 |
+
{
|
| 1718 |
+
"epoch": 2.451179820992677,
|
| 1719 |
+
"grad_norm": 0.8022235631942749,
|
| 1720 |
+
"learning_rate": 1.0186859553948162e-05,
|
| 1721 |
+
"loss": 0.032,
|
| 1722 |
+
"step": 6025
|
| 1723 |
+
},
|
| 1724 |
+
{
|
| 1725 |
+
"epoch": 2.4613506916192027,
|
| 1726 |
+
"grad_norm": 0.8553130030632019,
|
| 1727 |
+
"learning_rate": 9.998493068113323e-06,
|
| 1728 |
+
"loss": 0.0312,
|
| 1729 |
+
"step": 6050
|
| 1730 |
+
},
|
| 1731 |
+
{
|
| 1732 |
+
"epoch": 2.4715215622457283,
|
| 1733 |
+
"grad_norm": 0.4112774431705475,
|
| 1734 |
+
"learning_rate": 9.81012658227848e-06,
|
| 1735 |
+
"loss": 0.0349,
|
| 1736 |
+
"step": 6075
|
| 1737 |
+
},
|
| 1738 |
+
{
|
| 1739 |
+
"epoch": 2.481692432872254,
|
| 1740 |
+
"grad_norm": 0.8546609282493591,
|
| 1741 |
+
"learning_rate": 9.621760096443641e-06,
|
| 1742 |
+
"loss": 0.0332,
|
| 1743 |
+
"step": 6100
|
| 1744 |
+
},
|
| 1745 |
+
{
|
| 1746 |
+
"epoch": 2.4918633034987794,
|
| 1747 |
+
"grad_norm": 0.8445001840591431,
|
| 1748 |
+
"learning_rate": 9.4333936106088e-06,
|
| 1749 |
+
"loss": 0.0324,
|
| 1750 |
+
"step": 6125
|
| 1751 |
+
},
|
| 1752 |
+
{
|
| 1753 |
+
"epoch": 2.5020341741253054,
|
| 1754 |
+
"grad_norm": 0.4580422043800354,
|
| 1755 |
+
"learning_rate": 9.245027124773961e-06,
|
| 1756 |
+
"loss": 0.0346,
|
| 1757 |
+
"step": 6150
|
| 1758 |
+
},
|
| 1759 |
+
{
|
| 1760 |
+
"epoch": 2.5122050447518305,
|
| 1761 |
+
"grad_norm": 0.6121585369110107,
|
| 1762 |
+
"learning_rate": 9.05666063893912e-06,
|
| 1763 |
+
"loss": 0.0345,
|
| 1764 |
+
"step": 6175
|
| 1765 |
+
},
|
| 1766 |
+
{
|
| 1767 |
+
"epoch": 2.5223759153783565,
|
| 1768 |
+
"grad_norm": 0.5637044906616211,
|
| 1769 |
+
"learning_rate": 8.86829415310428e-06,
|
| 1770 |
+
"loss": 0.0315,
|
| 1771 |
+
"step": 6200
|
| 1772 |
+
},
|
| 1773 |
+
{
|
| 1774 |
+
"epoch": 2.532546786004882,
|
| 1775 |
+
"grad_norm": 0.6579483151435852,
|
| 1776 |
+
"learning_rate": 8.67992766726944e-06,
|
| 1777 |
+
"loss": 0.0345,
|
| 1778 |
+
"step": 6225
|
| 1779 |
+
},
|
| 1780 |
+
{
|
| 1781 |
+
"epoch": 2.5427176566314076,
|
| 1782 |
+
"grad_norm": 0.30682843923568726,
|
| 1783 |
+
"learning_rate": 8.499095840867993e-06,
|
| 1784 |
+
"loss": 0.0334,
|
| 1785 |
+
"step": 6250
|
| 1786 |
+
},
|
| 1787 |
+
{
|
| 1788 |
+
"epoch": 2.552888527257933,
|
| 1789 |
+
"grad_norm": 1.7261478900909424,
|
| 1790 |
+
"learning_rate": 8.310729355033153e-06,
|
| 1791 |
+
"loss": 0.0337,
|
| 1792 |
+
"step": 6275
|
| 1793 |
+
},
|
| 1794 |
+
{
|
| 1795 |
+
"epoch": 2.5630593978844587,
|
| 1796 |
+
"grad_norm": 0.7609931826591492,
|
| 1797 |
+
"learning_rate": 8.122362869198312e-06,
|
| 1798 |
+
"loss": 0.0329,
|
| 1799 |
+
"step": 6300
|
| 1800 |
+
},
|
| 1801 |
+
{
|
| 1802 |
+
"epoch": 2.5732302685109847,
|
| 1803 |
+
"grad_norm": 1.1947487592697144,
|
| 1804 |
+
"learning_rate": 7.933996383363473e-06,
|
| 1805 |
+
"loss": 0.0338,
|
| 1806 |
+
"step": 6325
|
| 1807 |
+
},
|
| 1808 |
+
{
|
| 1809 |
+
"epoch": 2.5834011391375102,
|
| 1810 |
+
"grad_norm": 0.5045105814933777,
|
| 1811 |
+
"learning_rate": 7.745629897528632e-06,
|
| 1812 |
+
"loss": 0.0336,
|
| 1813 |
+
"step": 6350
|
| 1814 |
+
},
|
| 1815 |
+
{
|
| 1816 |
+
"epoch": 2.593572009764036,
|
| 1817 |
+
"grad_norm": 0.8998399972915649,
|
| 1818 |
+
"learning_rate": 7.557263411693792e-06,
|
| 1819 |
+
"loss": 0.0334,
|
| 1820 |
+
"step": 6375
|
| 1821 |
+
},
|
| 1822 |
+
{
|
| 1823 |
+
"epoch": 2.6037428803905613,
|
| 1824 |
+
"grad_norm": 0.3800385594367981,
|
| 1825 |
+
"learning_rate": 7.368896925858952e-06,
|
| 1826 |
+
"loss": 0.0306,
|
| 1827 |
+
"step": 6400
|
| 1828 |
+
},
|
| 1829 |
+
{
|
| 1830 |
+
"epoch": 2.613913751017087,
|
| 1831 |
+
"grad_norm": 0.35073891282081604,
|
| 1832 |
+
"learning_rate": 7.180530440024111e-06,
|
| 1833 |
+
"loss": 0.0342,
|
| 1834 |
+
"step": 6425
|
| 1835 |
+
},
|
| 1836 |
+
{
|
| 1837 |
+
"epoch": 2.624084621643613,
|
| 1838 |
+
"grad_norm": 0.35614126920700073,
|
| 1839 |
+
"learning_rate": 6.992163954189271e-06,
|
| 1840 |
+
"loss": 0.0317,
|
| 1841 |
+
"step": 6450
|
| 1842 |
+
},
|
| 1843 |
+
{
|
| 1844 |
+
"epoch": 2.6342554922701384,
|
| 1845 |
+
"grad_norm": 1.0959842205047607,
|
| 1846 |
+
"learning_rate": 6.8037974683544305e-06,
|
| 1847 |
+
"loss": 0.0328,
|
| 1848 |
+
"step": 6475
|
| 1849 |
+
},
|
| 1850 |
+
{
|
| 1851 |
+
"epoch": 2.644426362896664,
|
| 1852 |
+
"grad_norm": 0.9010970592498779,
|
| 1853 |
+
"learning_rate": 6.6154309825195905e-06,
|
| 1854 |
+
"loss": 0.0364,
|
| 1855 |
+
"step": 6500
|
| 1856 |
+
},
|
| 1857 |
+
{
|
| 1858 |
+
"epoch": 2.6545972335231895,
|
| 1859 |
+
"grad_norm": 0.8300909996032715,
|
| 1860 |
+
"learning_rate": 6.42706449668475e-06,
|
| 1861 |
+
"loss": 0.0312,
|
| 1862 |
+
"step": 6525
|
| 1863 |
+
},
|
| 1864 |
+
{
|
| 1865 |
+
"epoch": 2.664768104149715,
|
| 1866 |
+
"grad_norm": 0.7244754433631897,
|
| 1867 |
+
"learning_rate": 6.23869801084991e-06,
|
| 1868 |
+
"loss": 0.0319,
|
| 1869 |
+
"step": 6550
|
| 1870 |
+
},
|
| 1871 |
+
{
|
| 1872 |
+
"epoch": 2.674938974776241,
|
| 1873 |
+
"grad_norm": 1.3230552673339844,
|
| 1874 |
+
"learning_rate": 6.05033152501507e-06,
|
| 1875 |
+
"loss": 0.0328,
|
| 1876 |
+
"step": 6575
|
| 1877 |
+
},
|
| 1878 |
+
{
|
| 1879 |
+
"epoch": 2.685109845402766,
|
| 1880 |
+
"grad_norm": 0.437537282705307,
|
| 1881 |
+
"learning_rate": 5.861965039180229e-06,
|
| 1882 |
+
"loss": 0.0325,
|
| 1883 |
+
"step": 6600
|
| 1884 |
+
},
|
| 1885 |
+
{
|
| 1886 |
+
"epoch": 2.695280716029292,
|
| 1887 |
+
"grad_norm": 0.4210902154445648,
|
| 1888 |
+
"learning_rate": 5.673598553345389e-06,
|
| 1889 |
+
"loss": 0.0362,
|
| 1890 |
+
"step": 6625
|
| 1891 |
+
},
|
| 1892 |
+
{
|
| 1893 |
+
"epoch": 2.7054515866558178,
|
| 1894 |
+
"grad_norm": 0.3914755880832672,
|
| 1895 |
+
"learning_rate": 5.485232067510549e-06,
|
| 1896 |
+
"loss": 0.0329,
|
| 1897 |
+
"step": 6650
|
| 1898 |
+
},
|
| 1899 |
+
{
|
| 1900 |
+
"epoch": 2.7156224572823433,
|
| 1901 |
+
"grad_norm": 0.9759465456008911,
|
| 1902 |
+
"learning_rate": 5.296865581675708e-06,
|
| 1903 |
+
"loss": 0.0343,
|
| 1904 |
+
"step": 6675
|
| 1905 |
+
},
|
| 1906 |
+
{
|
| 1907 |
+
"epoch": 2.725793327908869,
|
| 1908 |
+
"grad_norm": 0.34633737802505493,
|
| 1909 |
+
"learning_rate": 5.108499095840868e-06,
|
| 1910 |
+
"loss": 0.0308,
|
| 1911 |
+
"step": 6700
|
| 1912 |
+
},
|
| 1913 |
+
{
|
| 1914 |
+
"epoch": 2.7359641985353944,
|
| 1915 |
+
"grad_norm": 0.5408746600151062,
|
| 1916 |
+
"learning_rate": 4.9201326100060275e-06,
|
| 1917 |
+
"loss": 0.0285,
|
| 1918 |
+
"step": 6725
|
| 1919 |
+
},
|
| 1920 |
+
{
|
| 1921 |
+
"epoch": 2.7461350691619204,
|
| 1922 |
+
"grad_norm": 0.3921310007572174,
|
| 1923 |
+
"learning_rate": 4.7317661241711876e-06,
|
| 1924 |
+
"loss": 0.0307,
|
| 1925 |
+
"step": 6750
|
| 1926 |
+
},
|
| 1927 |
+
{
|
| 1928 |
+
"epoch": 2.756305939788446,
|
| 1929 |
+
"grad_norm": 0.6094385981559753,
|
| 1930 |
+
"learning_rate": 4.543399638336348e-06,
|
| 1931 |
+
"loss": 0.0303,
|
| 1932 |
+
"step": 6775
|
| 1933 |
+
},
|
| 1934 |
+
{
|
| 1935 |
+
"epoch": 2.7664768104149715,
|
| 1936 |
+
"grad_norm": 0.5900077819824219,
|
| 1937 |
+
"learning_rate": 4.355033152501508e-06,
|
| 1938 |
+
"loss": 0.0355,
|
| 1939 |
+
"step": 6800
|
| 1940 |
+
},
|
| 1941 |
+
{
|
| 1942 |
+
"epoch": 2.776647681041497,
|
| 1943 |
+
"grad_norm": 0.4339945912361145,
|
| 1944 |
+
"learning_rate": 4.166666666666667e-06,
|
| 1945 |
+
"loss": 0.0351,
|
| 1946 |
+
"step": 6825
|
| 1947 |
+
},
|
| 1948 |
+
{
|
| 1949 |
+
"epoch": 2.7868185516680226,
|
| 1950 |
+
"grad_norm": 0.9042001962661743,
|
| 1951 |
+
"learning_rate": 3.978300180831827e-06,
|
| 1952 |
+
"loss": 0.033,
|
| 1953 |
+
"step": 6850
|
| 1954 |
+
},
|
| 1955 |
+
{
|
| 1956 |
+
"epoch": 2.7969894222945486,
|
| 1957 |
+
"grad_norm": 0.5715941190719604,
|
| 1958 |
+
"learning_rate": 3.789933694996986e-06,
|
| 1959 |
+
"loss": 0.0325,
|
| 1960 |
+
"step": 6875
|
| 1961 |
+
},
|
| 1962 |
+
{
|
| 1963 |
+
"epoch": 2.807160292921074,
|
| 1964 |
+
"grad_norm": 0.40120917558670044,
|
| 1965 |
+
"learning_rate": 3.601567209162146e-06,
|
| 1966 |
+
"loss": 0.0324,
|
| 1967 |
+
"step": 6900
|
| 1968 |
+
},
|
| 1969 |
+
{
|
| 1970 |
+
"epoch": 2.8173311635475997,
|
| 1971 |
+
"grad_norm": 0.636159360408783,
|
| 1972 |
+
"learning_rate": 3.413200723327306e-06,
|
| 1973 |
+
"loss": 0.0311,
|
| 1974 |
+
"step": 6925
|
| 1975 |
+
},
|
| 1976 |
+
{
|
| 1977 |
+
"epoch": 2.8275020341741253,
|
| 1978 |
+
"grad_norm": 0.79677414894104,
|
| 1979 |
+
"learning_rate": 3.2248342374924654e-06,
|
| 1980 |
+
"loss": 0.0298,
|
| 1981 |
+
"step": 6950
|
| 1982 |
+
},
|
| 1983 |
+
{
|
| 1984 |
+
"epoch": 2.837672904800651,
|
| 1985 |
+
"grad_norm": 0.6220082640647888,
|
| 1986 |
+
"learning_rate": 3.036467751657625e-06,
|
| 1987 |
+
"loss": 0.0315,
|
| 1988 |
+
"step": 6975
|
| 1989 |
+
},
|
| 1990 |
+
{
|
| 1991 |
+
"epoch": 2.847843775427177,
|
| 1992 |
+
"grad_norm": 0.4538786709308624,
|
| 1993 |
+
"learning_rate": 2.848101265822785e-06,
|
| 1994 |
+
"loss": 0.032,
|
| 1995 |
+
"step": 7000
|
| 1996 |
+
},
|
| 1997 |
+
{
|
| 1998 |
+
"epoch": 2.858014646053702,
|
| 1999 |
+
"grad_norm": 0.44975048303604126,
|
| 2000 |
+
"learning_rate": 2.6597347799879447e-06,
|
| 2001 |
+
"loss": 0.0314,
|
| 2002 |
+
"step": 7025
|
| 2003 |
+
},
|
| 2004 |
+
{
|
| 2005 |
+
"epoch": 2.868185516680228,
|
| 2006 |
+
"grad_norm": 0.2438650280237198,
|
| 2007 |
+
"learning_rate": 2.4713682941531043e-06,
|
| 2008 |
+
"loss": 0.0322,
|
| 2009 |
+
"step": 7050
|
| 2010 |
+
},
|
| 2011 |
+
{
|
| 2012 |
+
"epoch": 2.8783563873067535,
|
| 2013 |
+
"grad_norm": 0.9189873337745667,
|
| 2014 |
+
"learning_rate": 2.2830018083182644e-06,
|
| 2015 |
+
"loss": 0.0315,
|
| 2016 |
+
"step": 7075
|
| 2017 |
+
},
|
| 2018 |
+
{
|
| 2019 |
+
"epoch": 2.888527257933279,
|
| 2020 |
+
"grad_norm": 0.31788191199302673,
|
| 2021 |
+
"learning_rate": 2.094635322483424e-06,
|
| 2022 |
+
"loss": 0.0287,
|
| 2023 |
+
"step": 7100
|
| 2024 |
+
},
|
| 2025 |
+
{
|
| 2026 |
+
"epoch": 2.8986981285598046,
|
| 2027 |
+
"grad_norm": 0.7033805847167969,
|
| 2028 |
+
"learning_rate": 1.9062688366485836e-06,
|
| 2029 |
+
"loss": 0.0331,
|
| 2030 |
+
"step": 7125
|
| 2031 |
+
},
|
| 2032 |
+
{
|
| 2033 |
+
"epoch": 2.90886899918633,
|
| 2034 |
+
"grad_norm": 0.3187176287174225,
|
| 2035 |
+
"learning_rate": 1.7179023508137434e-06,
|
| 2036 |
+
"loss": 0.0349,
|
| 2037 |
+
"step": 7150
|
| 2038 |
+
},
|
| 2039 |
+
{
|
| 2040 |
+
"epoch": 2.919039869812856,
|
| 2041 |
+
"grad_norm": 0.3502849042415619,
|
| 2042 |
+
"learning_rate": 1.529535864978903e-06,
|
| 2043 |
+
"loss": 0.0314,
|
| 2044 |
+
"step": 7175
|
| 2045 |
+
},
|
| 2046 |
+
{
|
| 2047 |
+
"epoch": 2.9292107404393817,
|
| 2048 |
+
"grad_norm": 0.38132113218307495,
|
| 2049 |
+
"learning_rate": 1.3411693791440627e-06,
|
| 2050 |
+
"loss": 0.0307,
|
| 2051 |
+
"step": 7200
|
| 2052 |
+
},
|
| 2053 |
+
{
|
| 2054 |
+
"epoch": 2.9393816110659072,
|
| 2055 |
+
"grad_norm": 0.335792601108551,
|
| 2056 |
+
"learning_rate": 1.1528028933092225e-06,
|
| 2057 |
+
"loss": 0.0329,
|
| 2058 |
+
"step": 7225
|
| 2059 |
+
},
|
| 2060 |
+
{
|
| 2061 |
+
"epoch": 2.949552481692433,
|
| 2062 |
+
"grad_norm": 0.43150436878204346,
|
| 2063 |
+
"learning_rate": 9.644364074743821e-07,
|
| 2064 |
+
"loss": 0.0279,
|
| 2065 |
+
"step": 7250
|
| 2066 |
+
},
|
| 2067 |
+
{
|
| 2068 |
+
"epoch": 2.9597233523189583,
|
| 2069 |
+
"grad_norm": 0.43568554520606995,
|
| 2070 |
+
"learning_rate": 7.76069921639542e-07,
|
| 2071 |
+
"loss": 0.0297,
|
| 2072 |
+
"step": 7275
|
| 2073 |
+
},
|
| 2074 |
+
{
|
| 2075 |
+
"epoch": 2.9698942229454843,
|
| 2076 |
+
"grad_norm": 0.2997362017631531,
|
| 2077 |
+
"learning_rate": 5.877034358047017e-07,
|
| 2078 |
+
"loss": 0.0315,
|
| 2079 |
+
"step": 7300
|
| 2080 |
+
},
|
| 2081 |
+
{
|
| 2082 |
+
"epoch": 2.98006509357201,
|
| 2083 |
+
"grad_norm": 0.555476725101471,
|
| 2084 |
+
"learning_rate": 3.993369499698613e-07,
|
| 2085 |
+
"loss": 0.0296,
|
| 2086 |
+
"step": 7325
|
| 2087 |
+
},
|
| 2088 |
+
{
|
| 2089 |
+
"epoch": 2.9902359641985354,
|
| 2090 |
+
"grad_norm": 0.31480032205581665,
|
| 2091 |
+
"learning_rate": 2.1097046413502108e-07,
|
| 2092 |
+
"loss": 0.0334,
|
| 2093 |
+
"step": 7350
|
| 2094 |
+
},
|
| 2095 |
+
{
|
| 2096 |
+
"epoch": 3.0,
|
| 2097 |
+
"eval_explained_variance": 0.273209810256958,
|
| 2098 |
+
"eval_loss": 0.03396870195865631,
|
| 2099 |
+
"eval_mae": 0.14112502336502075,
|
| 2100 |
+
"eval_mse": 0.03396843746304512,
|
| 2101 |
+
"eval_r2": 0.2725181579589844,
|
| 2102 |
+
"eval_rmse": 0.18430528332916862,
|
| 2103 |
+
"eval_runtime": 39.0131,
|
| 2104 |
+
"eval_samples_per_second": 503.882,
|
| 2105 |
+
"eval_steps_per_second": 7.895,
|
| 2106 |
+
"step": 7374
|
| 2107 |
+
}
|
| 2108 |
+
],
|
| 2109 |
+
"logging_steps": 25,
|
| 2110 |
+
"max_steps": 7374,
|
| 2111 |
+
"num_input_tokens_seen": 0,
|
| 2112 |
+
"num_train_epochs": 3,
|
| 2113 |
+
"save_steps": 500,
|
| 2114 |
+
"stateful_callbacks": {
|
| 2115 |
+
"EarlyStoppingCallback": {
|
| 2116 |
+
"args": {
|
| 2117 |
+
"early_stopping_patience": 5,
|
| 2118 |
+
"early_stopping_threshold": 0.01
|
| 2119 |
+
},
|
| 2120 |
+
"attributes": {
|
| 2121 |
+
"early_stopping_patience_counter": 2
|
| 2122 |
+
}
|
| 2123 |
+
},
|
| 2124 |
+
"TrainerControl": {
|
| 2125 |
+
"args": {
|
| 2126 |
+
"should_epoch_stop": false,
|
| 2127 |
+
"should_evaluate": false,
|
| 2128 |
+
"should_log": false,
|
| 2129 |
+
"should_save": true,
|
| 2130 |
+
"should_training_stop": true
|
| 2131 |
+
},
|
| 2132 |
+
"attributes": {}
|
| 2133 |
+
}
|
| 2134 |
+
},
|
| 2135 |
+
"total_flos": 1.937435559513293e+16,
|
| 2136 |
+
"train_batch_size": 8,
|
| 2137 |
+
"trial_name": null,
|
| 2138 |
+
"trial_params": null
|
| 2139 |
+
}
|
checkpoint-7374/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:48650044b1efcc5cbfbdc6ba568b695fdd8577f68a6f2cd3a98c3c5b1b5be2c4
|
| 3 |
+
size 5368
|
config.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "allenai/longformer-base-4096",
|
| 3 |
+
"_num_labels": 1,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"LongformerForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_mode": "longformer",
|
| 8 |
+
"attention_probs_dropout_prob": 0.1,
|
| 9 |
+
"attention_window": [
|
| 10 |
+
512,
|
| 11 |
+
512,
|
| 12 |
+
512,
|
| 13 |
+
512,
|
| 14 |
+
512,
|
| 15 |
+
512,
|
| 16 |
+
512,
|
| 17 |
+
512,
|
| 18 |
+
512,
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512
|
| 22 |
+
],
|
| 23 |
+
"bos_token_id": 0,
|
| 24 |
+
"eos_token_id": 2,
|
| 25 |
+
"gradient_checkpointing": false,
|
| 26 |
+
"hidden_act": "gelu",
|
| 27 |
+
"hidden_dropout_prob": 0.1,
|
| 28 |
+
"hidden_size": 768,
|
| 29 |
+
"id2label": {
|
| 30 |
+
"0": "target"
|
| 31 |
+
},
|
| 32 |
+
"ignore_attention_mask": false,
|
| 33 |
+
"initializer_range": 0.02,
|
| 34 |
+
"intermediate_size": 3072,
|
| 35 |
+
"label2id": {
|
| 36 |
+
"target": 0
|
| 37 |
+
},
|
| 38 |
+
"layer_norm_eps": 1e-05,
|
| 39 |
+
"max_position_embeddings": 4098,
|
| 40 |
+
"model_type": "longformer",
|
| 41 |
+
"num_attention_heads": 12,
|
| 42 |
+
"num_hidden_layers": 12,
|
| 43 |
+
"onnx_export": false,
|
| 44 |
+
"pad_token_id": 1,
|
| 45 |
+
"problem_type": "regression",
|
| 46 |
+
"sep_token_id": 2,
|
| 47 |
+
"torch_dtype": "float32",
|
| 48 |
+
"transformers_version": "4.48.0",
|
| 49 |
+
"type_vocab_size": 1,
|
| 50 |
+
"vocab_size": 50265
|
| 51 |
+
}
|
merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9242fc9cfb1524a85761f4f00c1b4ff8956fb34fb58246044b0f95b84eb92733
|
| 3 |
+
size 594675108
|
runs/Apr04_07-57-07_r-samtuckervegan-autotrain-advanced-3lepu8o1-e749d-y1ybo/events.out.tfevents.1743753431.r-samtuckervegan-autotrain-advanced-3lepu8o1-e749d-y1ybo.216.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:250f9914259741f9fa3fcc5fdde59155eb9579c874d609546a17e8c87b325d55
|
| 3 |
+
size 69303
|
runs/Apr04_07-57-07_r-samtuckervegan-autotrain-advanced-3lepu8o1-e749d-y1ybo/events.out.tfevents.1743756139.r-samtuckervegan-autotrain-advanced-3lepu8o1-e749d-y1ybo.216.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f2b5cf7b48ec8903d8ed75029ec22b5e1cc4c561e160df0503fdabf63c47543b
|
| 3 |
+
size 609
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": "<s>",
|
| 3 |
+
"cls_token": "<s>",
|
| 4 |
+
"eos_token": "</s>",
|
| 5 |
+
"mask_token": {
|
| 6 |
+
"content": "<mask>",
|
| 7 |
+
"lstrip": true,
|
| 8 |
+
"normalized": false,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false
|
| 11 |
+
},
|
| 12 |
+
"pad_token": "<pad>",
|
| 13 |
+
"sep_token": "</s>",
|
| 14 |
+
"unk_token": "<unk>"
|
| 15 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"0": {
|
| 5 |
+
"content": "<s>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": true,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"1": {
|
| 13 |
+
"content": "<pad>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": true,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"2": {
|
| 21 |
+
"content": "</s>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": true,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"3": {
|
| 29 |
+
"content": "<unk>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": true,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"50264": {
|
| 37 |
+
"content": "<mask>",
|
| 38 |
+
"lstrip": true,
|
| 39 |
+
"normalized": false,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"bos_token": "<s>",
|
| 46 |
+
"clean_up_tokenization_spaces": false,
|
| 47 |
+
"cls_token": "<s>",
|
| 48 |
+
"eos_token": "</s>",
|
| 49 |
+
"errors": "replace",
|
| 50 |
+
"extra_special_tokens": {},
|
| 51 |
+
"mask_token": "<mask>",
|
| 52 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 53 |
+
"pad_token": "<pad>",
|
| 54 |
+
"sep_token": "</s>",
|
| 55 |
+
"tokenizer_class": "LongformerTokenizer",
|
| 56 |
+
"trim_offsets": true,
|
| 57 |
+
"unk_token": "<unk>"
|
| 58 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:48650044b1efcc5cbfbdc6ba568b695fdd8577f68a6f2cd3a98c3c5b1b5be2c4
|
| 3 |
+
size 5368
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "samtuckervegan/text_performance",
|
| 3 |
+
"model": "allenai/longformer-base-4096",
|
| 4 |
+
"lr": 5e-05,
|
| 5 |
+
"epochs": 3,
|
| 6 |
+
"max_seq_length": 128,
|
| 7 |
+
"batch_size": 8,
|
| 8 |
+
"warmup_ratio": 0.1,
|
| 9 |
+
"gradient_accumulation": 1,
|
| 10 |
+
"optimizer": "adamw_torch",
|
| 11 |
+
"scheduler": "linear",
|
| 12 |
+
"weight_decay": 0.0,
|
| 13 |
+
"max_grad_norm": 1.0,
|
| 14 |
+
"seed": 42,
|
| 15 |
+
"train_split": "train",
|
| 16 |
+
"valid_split": "test",
|
| 17 |
+
"text_column": "text",
|
| 18 |
+
"target_column": "target",
|
| 19 |
+
"logging_steps": -1,
|
| 20 |
+
"project_name": "text-performance-longformer",
|
| 21 |
+
"auto_find_batch_size": false,
|
| 22 |
+
"mixed_precision": "fp16",
|
| 23 |
+
"save_total_limit": 1,
|
| 24 |
+
"push_to_hub": true,
|
| 25 |
+
"eval_strategy": "epoch",
|
| 26 |
+
"username": "samtuckervegan",
|
| 27 |
+
"log": "tensorboard",
|
| 28 |
+
"early_stopping_patience": 5,
|
| 29 |
+
"early_stopping_threshold": 0.01
|
| 30 |
+
}
|
vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|