Upload folder using huggingface_hub
Browse files- README.md +28 -0
- checkpoint-2660/config.json +51 -0
- checkpoint-2660/model.safetensors +3 -0
- checkpoint-2660/optimizer.pt +3 -0
- checkpoint-2660/rng_state_0.pth +3 -0
- checkpoint-2660/rng_state_1.pth +3 -0
- checkpoint-2660/rng_state_2.pth +3 -0
- checkpoint-2660/rng_state_3.pth +3 -0
- checkpoint-2660/scheduler.pt +3 -0
- checkpoint-2660/trainer_state.json +836 -0
- checkpoint-2660/training_args.bin +3 -0
- config.json +51 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Apr04_20-25-23_r-samtuckervegan-autotrain-advanced-dhhsgzmo-ec501-hxdb5/events.out.tfevents.1743798325.r-samtuckervegan-autotrain-advanced-dhhsgzmo-ec501-hxdb5.215.0 +2 -2
- runs/Apr04_20-25-23_r-samtuckervegan-autotrain-advanced-dhhsgzmo-ec501-hxdb5/events.out.tfevents.1743823465.r-samtuckervegan-autotrain-advanced-dhhsgzmo-ec501-hxdb5.215.1 +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 |
+
- open-paws/animal_alignment_feedback
|
| 11 |
+
---
|
| 12 |
+
|
| 13 |
+
# Model Trained Using AutoTrain
|
| 14 |
+
|
| 15 |
+
- Problem type: Text Regression
|
| 16 |
+
|
| 17 |
+
## Validation Metrics
|
| 18 |
+
loss: 0.02979499101638794
|
| 19 |
+
|
| 20 |
+
mse: 0.02978423796594143
|
| 21 |
+
|
| 22 |
+
mae: 0.13353775441646576
|
| 23 |
+
|
| 24 |
+
r2: 0.4564886689186096
|
| 25 |
+
|
| 26 |
+
rmse: 0.17258110547201114
|
| 27 |
+
|
| 28 |
+
explained_variance: 0.4599541425704956
|
checkpoint-2660/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-2660/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8b757e785ceb97089596df3ab0d8407e60f9f602e1aa5592c6ac434f519a9bb6
|
| 3 |
+
size 594675108
|
checkpoint-2660/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7bdedff0299a1733a38a28894ece31a2914f3cf038581416256bfeafba738b2f
|
| 3 |
+
size 1189510202
|
checkpoint-2660/rng_state_0.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b7134aa323d647c6a04cf45c68effc37f1de6c1e4cf6c1fe76f46129e8d8b5cb
|
| 3 |
+
size 15024
|
checkpoint-2660/rng_state_1.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c5d6c1d17c4269edd54eaa0a0fc711e20393a1a96ca5d2bc3ae08e65f949b10e
|
| 3 |
+
size 15024
|
checkpoint-2660/rng_state_2.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:454f8523d491f4da2280f1c910d95b8d013dba257b451fb5f067deb713bdd2b9
|
| 3 |
+
size 15024
|
checkpoint-2660/rng_state_3.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:40b2c195e7999220ef5b96144decd7aaa71ef16248a586f7c2887d9dc9e28a50
|
| 3 |
+
size 15024
|
checkpoint-2660/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:02f8af646547f678442386e7abe40bb64d6bb97e948be87a493edf7aff4da709
|
| 3 |
+
size 1064
|
checkpoint-2660/trainer_state.json
ADDED
|
@@ -0,0 +1,836 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.02979499101638794,
|
| 3 |
+
"best_model_checkpoint": "rationality-longformer/checkpoint-2660",
|
| 4 |
+
"epoch": 4.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 2660,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.03759398496240601,
|
| 13 |
+
"grad_norm": 8.561731338500977,
|
| 14 |
+
"learning_rate": 4.06015037593985e-06,
|
| 15 |
+
"loss": 0.4701,
|
| 16 |
+
"step": 25
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.07518796992481203,
|
| 20 |
+
"grad_norm": 1.9625297784805298,
|
| 21 |
+
"learning_rate": 8.1203007518797e-06,
|
| 22 |
+
"loss": 0.1076,
|
| 23 |
+
"step": 50
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.11278195488721804,
|
| 27 |
+
"grad_norm": 3.9176547527313232,
|
| 28 |
+
"learning_rate": 1.2349624060150378e-05,
|
| 29 |
+
"loss": 0.0607,
|
| 30 |
+
"step": 75
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.15037593984962405,
|
| 34 |
+
"grad_norm": 2.470714807510376,
|
| 35 |
+
"learning_rate": 1.6578947368421053e-05,
|
| 36 |
+
"loss": 0.058,
|
| 37 |
+
"step": 100
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.18796992481203006,
|
| 41 |
+
"grad_norm": 2.0074236392974854,
|
| 42 |
+
"learning_rate": 2.080827067669173e-05,
|
| 43 |
+
"loss": 0.0492,
|
| 44 |
+
"step": 125
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.22556390977443608,
|
| 48 |
+
"grad_norm": 0.8747868537902832,
|
| 49 |
+
"learning_rate": 2.5037593984962406e-05,
|
| 50 |
+
"loss": 0.0477,
|
| 51 |
+
"step": 150
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.2631578947368421,
|
| 55 |
+
"grad_norm": 0.7500576376914978,
|
| 56 |
+
"learning_rate": 2.9266917293233085e-05,
|
| 57 |
+
"loss": 0.05,
|
| 58 |
+
"step": 175
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 0.3007518796992481,
|
| 62 |
+
"grad_norm": 2.4127628803253174,
|
| 63 |
+
"learning_rate": 3.349624060150376e-05,
|
| 64 |
+
"loss": 0.0496,
|
| 65 |
+
"step": 200
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 0.3383458646616541,
|
| 69 |
+
"grad_norm": 2.8459553718566895,
|
| 70 |
+
"learning_rate": 3.772556390977444e-05,
|
| 71 |
+
"loss": 0.0477,
|
| 72 |
+
"step": 225
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 0.37593984962406013,
|
| 76 |
+
"grad_norm": 1.2854725122451782,
|
| 77 |
+
"learning_rate": 4.178571428571429e-05,
|
| 78 |
+
"loss": 0.0437,
|
| 79 |
+
"step": 250
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"epoch": 0.41353383458646614,
|
| 83 |
+
"grad_norm": 1.851727843284607,
|
| 84 |
+
"learning_rate": 4.488721804511278e-05,
|
| 85 |
+
"loss": 0.0514,
|
| 86 |
+
"step": 275
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 0.45112781954887216,
|
| 90 |
+
"grad_norm": 0.6419578194618225,
|
| 91 |
+
"learning_rate": 4.441729323308271e-05,
|
| 92 |
+
"loss": 0.0435,
|
| 93 |
+
"step": 300
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 0.48872180451127817,
|
| 97 |
+
"grad_norm": 1.3216092586517334,
|
| 98 |
+
"learning_rate": 4.3947368421052636e-05,
|
| 99 |
+
"loss": 0.0431,
|
| 100 |
+
"step": 325
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"epoch": 0.5263157894736842,
|
| 104 |
+
"grad_norm": 0.3820026218891144,
|
| 105 |
+
"learning_rate": 4.347744360902256e-05,
|
| 106 |
+
"loss": 0.0418,
|
| 107 |
+
"step": 350
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 0.5639097744360902,
|
| 111 |
+
"grad_norm": 1.4153975248336792,
|
| 112 |
+
"learning_rate": 4.3007518796992484e-05,
|
| 113 |
+
"loss": 0.0428,
|
| 114 |
+
"step": 375
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 0.6015037593984962,
|
| 118 |
+
"grad_norm": 1.5775055885314941,
|
| 119 |
+
"learning_rate": 4.253759398496241e-05,
|
| 120 |
+
"loss": 0.0406,
|
| 121 |
+
"step": 400
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 0.6390977443609023,
|
| 125 |
+
"grad_norm": 0.9211301207542419,
|
| 126 |
+
"learning_rate": 4.206766917293233e-05,
|
| 127 |
+
"loss": 0.0404,
|
| 128 |
+
"step": 425
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 0.6766917293233082,
|
| 132 |
+
"grad_norm": 0.47279754281044006,
|
| 133 |
+
"learning_rate": 4.159774436090226e-05,
|
| 134 |
+
"loss": 0.039,
|
| 135 |
+
"step": 450
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 0.7142857142857143,
|
| 139 |
+
"grad_norm": 0.9095789790153503,
|
| 140 |
+
"learning_rate": 4.112781954887218e-05,
|
| 141 |
+
"loss": 0.0412,
|
| 142 |
+
"step": 475
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 0.7518796992481203,
|
| 146 |
+
"grad_norm": 2.03822922706604,
|
| 147 |
+
"learning_rate": 4.067669172932331e-05,
|
| 148 |
+
"loss": 0.0384,
|
| 149 |
+
"step": 500
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 0.7894736842105263,
|
| 153 |
+
"grad_norm": 0.6165791749954224,
|
| 154 |
+
"learning_rate": 4.0206766917293236e-05,
|
| 155 |
+
"loss": 0.0408,
|
| 156 |
+
"step": 525
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 0.8270676691729323,
|
| 160 |
+
"grad_norm": 0.4518881142139435,
|
| 161 |
+
"learning_rate": 3.973684210526316e-05,
|
| 162 |
+
"loss": 0.0359,
|
| 163 |
+
"step": 550
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 0.8646616541353384,
|
| 167 |
+
"grad_norm": 1.102316975593567,
|
| 168 |
+
"learning_rate": 3.9266917293233084e-05,
|
| 169 |
+
"loss": 0.0369,
|
| 170 |
+
"step": 575
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"epoch": 0.9022556390977443,
|
| 174 |
+
"grad_norm": 0.7155941128730774,
|
| 175 |
+
"learning_rate": 3.879699248120301e-05,
|
| 176 |
+
"loss": 0.0378,
|
| 177 |
+
"step": 600
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 0.9398496240601504,
|
| 181 |
+
"grad_norm": 0.4525124132633209,
|
| 182 |
+
"learning_rate": 3.832706766917294e-05,
|
| 183 |
+
"loss": 0.0378,
|
| 184 |
+
"step": 625
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"epoch": 0.9774436090225563,
|
| 188 |
+
"grad_norm": 1.2457730770111084,
|
| 189 |
+
"learning_rate": 3.785714285714286e-05,
|
| 190 |
+
"loss": 0.0374,
|
| 191 |
+
"step": 650
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 1.0,
|
| 195 |
+
"eval_explained_variance": 0.4046803116798401,
|
| 196 |
+
"eval_loss": 0.03266496956348419,
|
| 197 |
+
"eval_mae": 0.14023803174495697,
|
| 198 |
+
"eval_mse": 0.03265844285488129,
|
| 199 |
+
"eval_r2": 0.40403932332992554,
|
| 200 |
+
"eval_rmse": 0.18071647090091508,
|
| 201 |
+
"eval_runtime": 332.2508,
|
| 202 |
+
"eval_samples_per_second": 64.033,
|
| 203 |
+
"eval_steps_per_second": 1.002,
|
| 204 |
+
"step": 665
|
| 205 |
+
},
|
| 206 |
+
{
|
| 207 |
+
"epoch": 1.0150375939849625,
|
| 208 |
+
"grad_norm": 0.41502645611763,
|
| 209 |
+
"learning_rate": 3.738721804511278e-05,
|
| 210 |
+
"loss": 0.0357,
|
| 211 |
+
"step": 675
|
| 212 |
+
},
|
| 213 |
+
{
|
| 214 |
+
"epoch": 1.0526315789473684,
|
| 215 |
+
"grad_norm": 1.5358161926269531,
|
| 216 |
+
"learning_rate": 3.6917293233082705e-05,
|
| 217 |
+
"loss": 0.0355,
|
| 218 |
+
"step": 700
|
| 219 |
+
},
|
| 220 |
+
{
|
| 221 |
+
"epoch": 1.0902255639097744,
|
| 222 |
+
"grad_norm": 0.5753918290138245,
|
| 223 |
+
"learning_rate": 3.6447368421052636e-05,
|
| 224 |
+
"loss": 0.0352,
|
| 225 |
+
"step": 725
|
| 226 |
+
},
|
| 227 |
+
{
|
| 228 |
+
"epoch": 1.1278195488721805,
|
| 229 |
+
"grad_norm": 0.45865878462791443,
|
| 230 |
+
"learning_rate": 3.597744360902256e-05,
|
| 231 |
+
"loss": 0.0356,
|
| 232 |
+
"step": 750
|
| 233 |
+
},
|
| 234 |
+
{
|
| 235 |
+
"epoch": 1.1654135338345863,
|
| 236 |
+
"grad_norm": 0.2906554043292999,
|
| 237 |
+
"learning_rate": 3.5507518796992485e-05,
|
| 238 |
+
"loss": 0.0362,
|
| 239 |
+
"step": 775
|
| 240 |
+
},
|
| 241 |
+
{
|
| 242 |
+
"epoch": 1.2030075187969924,
|
| 243 |
+
"grad_norm": 0.9988584518432617,
|
| 244 |
+
"learning_rate": 3.503759398496241e-05,
|
| 245 |
+
"loss": 0.0365,
|
| 246 |
+
"step": 800
|
| 247 |
+
},
|
| 248 |
+
{
|
| 249 |
+
"epoch": 1.2406015037593985,
|
| 250 |
+
"grad_norm": 0.5174156427383423,
|
| 251 |
+
"learning_rate": 3.456766917293233e-05,
|
| 252 |
+
"loss": 0.0329,
|
| 253 |
+
"step": 825
|
| 254 |
+
},
|
| 255 |
+
{
|
| 256 |
+
"epoch": 1.2781954887218046,
|
| 257 |
+
"grad_norm": 0.8101080656051636,
|
| 258 |
+
"learning_rate": 3.409774436090226e-05,
|
| 259 |
+
"loss": 0.0362,
|
| 260 |
+
"step": 850
|
| 261 |
+
},
|
| 262 |
+
{
|
| 263 |
+
"epoch": 1.3157894736842106,
|
| 264 |
+
"grad_norm": 0.5714322924613953,
|
| 265 |
+
"learning_rate": 3.362781954887218e-05,
|
| 266 |
+
"loss": 0.0342,
|
| 267 |
+
"step": 875
|
| 268 |
+
},
|
| 269 |
+
{
|
| 270 |
+
"epoch": 1.3533834586466165,
|
| 271 |
+
"grad_norm": 0.39708998799324036,
|
| 272 |
+
"learning_rate": 3.3157894736842106e-05,
|
| 273 |
+
"loss": 0.0362,
|
| 274 |
+
"step": 900
|
| 275 |
+
},
|
| 276 |
+
{
|
| 277 |
+
"epoch": 1.3909774436090225,
|
| 278 |
+
"grad_norm": 0.9136710166931152,
|
| 279 |
+
"learning_rate": 3.268796992481204e-05,
|
| 280 |
+
"loss": 0.0367,
|
| 281 |
+
"step": 925
|
| 282 |
+
},
|
| 283 |
+
{
|
| 284 |
+
"epoch": 1.4285714285714286,
|
| 285 |
+
"grad_norm": 1.491678237915039,
|
| 286 |
+
"learning_rate": 3.2218045112781954e-05,
|
| 287 |
+
"loss": 0.0377,
|
| 288 |
+
"step": 950
|
| 289 |
+
},
|
| 290 |
+
{
|
| 291 |
+
"epoch": 1.4661654135338344,
|
| 292 |
+
"grad_norm": 1.0554755926132202,
|
| 293 |
+
"learning_rate": 3.174812030075188e-05,
|
| 294 |
+
"loss": 0.0388,
|
| 295 |
+
"step": 975
|
| 296 |
+
},
|
| 297 |
+
{
|
| 298 |
+
"epoch": 1.5037593984962405,
|
| 299 |
+
"grad_norm": 0.531471312046051,
|
| 300 |
+
"learning_rate": 3.12781954887218e-05,
|
| 301 |
+
"loss": 0.0339,
|
| 302 |
+
"step": 1000
|
| 303 |
+
},
|
| 304 |
+
{
|
| 305 |
+
"epoch": 1.5413533834586466,
|
| 306 |
+
"grad_norm": 0.40952593088150024,
|
| 307 |
+
"learning_rate": 3.0808270676691734e-05,
|
| 308 |
+
"loss": 0.0356,
|
| 309 |
+
"step": 1025
|
| 310 |
+
},
|
| 311 |
+
{
|
| 312 |
+
"epoch": 1.5789473684210527,
|
| 313 |
+
"grad_norm": 0.8983538746833801,
|
| 314 |
+
"learning_rate": 3.0338345864661658e-05,
|
| 315 |
+
"loss": 0.0355,
|
| 316 |
+
"step": 1050
|
| 317 |
+
},
|
| 318 |
+
{
|
| 319 |
+
"epoch": 1.6165413533834587,
|
| 320 |
+
"grad_norm": 0.47667157649993896,
|
| 321 |
+
"learning_rate": 2.986842105263158e-05,
|
| 322 |
+
"loss": 0.0359,
|
| 323 |
+
"step": 1075
|
| 324 |
+
},
|
| 325 |
+
{
|
| 326 |
+
"epoch": 1.6541353383458648,
|
| 327 |
+
"grad_norm": 0.4042755961418152,
|
| 328 |
+
"learning_rate": 2.9398496240601503e-05,
|
| 329 |
+
"loss": 0.0334,
|
| 330 |
+
"step": 1100
|
| 331 |
+
},
|
| 332 |
+
{
|
| 333 |
+
"epoch": 1.6917293233082706,
|
| 334 |
+
"grad_norm": 0.42199933528900146,
|
| 335 |
+
"learning_rate": 2.892857142857143e-05,
|
| 336 |
+
"loss": 0.0337,
|
| 337 |
+
"step": 1125
|
| 338 |
+
},
|
| 339 |
+
{
|
| 340 |
+
"epoch": 1.7293233082706767,
|
| 341 |
+
"grad_norm": 0.5914226174354553,
|
| 342 |
+
"learning_rate": 2.8458646616541355e-05,
|
| 343 |
+
"loss": 0.0345,
|
| 344 |
+
"step": 1150
|
| 345 |
+
},
|
| 346 |
+
{
|
| 347 |
+
"epoch": 1.7669172932330826,
|
| 348 |
+
"grad_norm": 0.399776428937912,
|
| 349 |
+
"learning_rate": 2.798872180451128e-05,
|
| 350 |
+
"loss": 0.0347,
|
| 351 |
+
"step": 1175
|
| 352 |
+
},
|
| 353 |
+
{
|
| 354 |
+
"epoch": 1.8045112781954886,
|
| 355 |
+
"grad_norm": 0.3664228320121765,
|
| 356 |
+
"learning_rate": 2.7518796992481204e-05,
|
| 357 |
+
"loss": 0.0354,
|
| 358 |
+
"step": 1200
|
| 359 |
+
},
|
| 360 |
+
{
|
| 361 |
+
"epoch": 1.8421052631578947,
|
| 362 |
+
"grad_norm": 1.385761022567749,
|
| 363 |
+
"learning_rate": 2.704887218045113e-05,
|
| 364 |
+
"loss": 0.035,
|
| 365 |
+
"step": 1225
|
| 366 |
+
},
|
| 367 |
+
{
|
| 368 |
+
"epoch": 1.8796992481203008,
|
| 369 |
+
"grad_norm": 0.46149659156799316,
|
| 370 |
+
"learning_rate": 2.6578947368421055e-05,
|
| 371 |
+
"loss": 0.0351,
|
| 372 |
+
"step": 1250
|
| 373 |
+
},
|
| 374 |
+
{
|
| 375 |
+
"epoch": 1.9172932330827068,
|
| 376 |
+
"grad_norm": 0.7903790473937988,
|
| 377 |
+
"learning_rate": 2.610902255639098e-05,
|
| 378 |
+
"loss": 0.0347,
|
| 379 |
+
"step": 1275
|
| 380 |
+
},
|
| 381 |
+
{
|
| 382 |
+
"epoch": 1.954887218045113,
|
| 383 |
+
"grad_norm": 1.550508737564087,
|
| 384 |
+
"learning_rate": 2.5639097744360904e-05,
|
| 385 |
+
"loss": 0.0352,
|
| 386 |
+
"step": 1300
|
| 387 |
+
},
|
| 388 |
+
{
|
| 389 |
+
"epoch": 1.9924812030075187,
|
| 390 |
+
"grad_norm": 0.6421409249305725,
|
| 391 |
+
"learning_rate": 2.516917293233083e-05,
|
| 392 |
+
"loss": 0.0334,
|
| 393 |
+
"step": 1325
|
| 394 |
+
},
|
| 395 |
+
{
|
| 396 |
+
"epoch": 2.0,
|
| 397 |
+
"eval_explained_variance": 0.42286986112594604,
|
| 398 |
+
"eval_loss": 0.031812477856874466,
|
| 399 |
+
"eval_mae": 0.13803428411483765,
|
| 400 |
+
"eval_mse": 0.031806670129299164,
|
| 401 |
+
"eval_r2": 0.419582724571228,
|
| 402 |
+
"eval_rmse": 0.178344246134545,
|
| 403 |
+
"eval_runtime": 331.4448,
|
| 404 |
+
"eval_samples_per_second": 64.189,
|
| 405 |
+
"eval_steps_per_second": 1.005,
|
| 406 |
+
"step": 1330
|
| 407 |
+
},
|
| 408 |
+
{
|
| 409 |
+
"epoch": 2.030075187969925,
|
| 410 |
+
"grad_norm": 0.5215243697166443,
|
| 411 |
+
"learning_rate": 2.4699248120300756e-05,
|
| 412 |
+
"loss": 0.0341,
|
| 413 |
+
"step": 1350
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 2.0676691729323307,
|
| 417 |
+
"grad_norm": 0.9907874464988708,
|
| 418 |
+
"learning_rate": 2.4229323308270677e-05,
|
| 419 |
+
"loss": 0.033,
|
| 420 |
+
"step": 1375
|
| 421 |
+
},
|
| 422 |
+
{
|
| 423 |
+
"epoch": 2.1052631578947367,
|
| 424 |
+
"grad_norm": 0.48371124267578125,
|
| 425 |
+
"learning_rate": 2.37593984962406e-05,
|
| 426 |
+
"loss": 0.0332,
|
| 427 |
+
"step": 1400
|
| 428 |
+
},
|
| 429 |
+
{
|
| 430 |
+
"epoch": 2.142857142857143,
|
| 431 |
+
"grad_norm": 1.013298749923706,
|
| 432 |
+
"learning_rate": 2.328947368421053e-05,
|
| 433 |
+
"loss": 0.0325,
|
| 434 |
+
"step": 1425
|
| 435 |
+
},
|
| 436 |
+
{
|
| 437 |
+
"epoch": 2.180451127819549,
|
| 438 |
+
"grad_norm": 0.35832202434539795,
|
| 439 |
+
"learning_rate": 2.2819548872180453e-05,
|
| 440 |
+
"loss": 0.032,
|
| 441 |
+
"step": 1450
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"epoch": 2.218045112781955,
|
| 445 |
+
"grad_norm": 0.9879142045974731,
|
| 446 |
+
"learning_rate": 2.2349624060150377e-05,
|
| 447 |
+
"loss": 0.0328,
|
| 448 |
+
"step": 1475
|
| 449 |
+
},
|
| 450 |
+
{
|
| 451 |
+
"epoch": 2.255639097744361,
|
| 452 |
+
"grad_norm": 0.8283109068870544,
|
| 453 |
+
"learning_rate": 2.18796992481203e-05,
|
| 454 |
+
"loss": 0.0338,
|
| 455 |
+
"step": 1500
|
| 456 |
+
},
|
| 457 |
+
{
|
| 458 |
+
"epoch": 2.293233082706767,
|
| 459 |
+
"grad_norm": 0.7954843044281006,
|
| 460 |
+
"learning_rate": 2.1409774436090226e-05,
|
| 461 |
+
"loss": 0.0343,
|
| 462 |
+
"step": 1525
|
| 463 |
+
},
|
| 464 |
+
{
|
| 465 |
+
"epoch": 2.3308270676691727,
|
| 466 |
+
"grad_norm": 0.4207070767879486,
|
| 467 |
+
"learning_rate": 2.093984962406015e-05,
|
| 468 |
+
"loss": 0.0309,
|
| 469 |
+
"step": 1550
|
| 470 |
+
},
|
| 471 |
+
{
|
| 472 |
+
"epoch": 2.3684210526315788,
|
| 473 |
+
"grad_norm": 0.5190187692642212,
|
| 474 |
+
"learning_rate": 2.0469924812030077e-05,
|
| 475 |
+
"loss": 0.0318,
|
| 476 |
+
"step": 1575
|
| 477 |
+
},
|
| 478 |
+
{
|
| 479 |
+
"epoch": 2.406015037593985,
|
| 480 |
+
"grad_norm": 0.48805102705955505,
|
| 481 |
+
"learning_rate": 2e-05,
|
| 482 |
+
"loss": 0.0314,
|
| 483 |
+
"step": 1600
|
| 484 |
+
},
|
| 485 |
+
{
|
| 486 |
+
"epoch": 2.443609022556391,
|
| 487 |
+
"grad_norm": 0.3888954818248749,
|
| 488 |
+
"learning_rate": 1.9530075187969926e-05,
|
| 489 |
+
"loss": 0.0322,
|
| 490 |
+
"step": 1625
|
| 491 |
+
},
|
| 492 |
+
{
|
| 493 |
+
"epoch": 2.481203007518797,
|
| 494 |
+
"grad_norm": 0.2552517056465149,
|
| 495 |
+
"learning_rate": 1.906015037593985e-05,
|
| 496 |
+
"loss": 0.0327,
|
| 497 |
+
"step": 1650
|
| 498 |
+
},
|
| 499 |
+
{
|
| 500 |
+
"epoch": 2.518796992481203,
|
| 501 |
+
"grad_norm": 1.5835086107254028,
|
| 502 |
+
"learning_rate": 1.8590225563909774e-05,
|
| 503 |
+
"loss": 0.0327,
|
| 504 |
+
"step": 1675
|
| 505 |
+
},
|
| 506 |
+
{
|
| 507 |
+
"epoch": 2.556390977443609,
|
| 508 |
+
"grad_norm": 0.40399572253227234,
|
| 509 |
+
"learning_rate": 1.81203007518797e-05,
|
| 510 |
+
"loss": 0.0336,
|
| 511 |
+
"step": 1700
|
| 512 |
+
},
|
| 513 |
+
{
|
| 514 |
+
"epoch": 2.593984962406015,
|
| 515 |
+
"grad_norm": 0.8116436004638672,
|
| 516 |
+
"learning_rate": 1.7650375939849626e-05,
|
| 517 |
+
"loss": 0.032,
|
| 518 |
+
"step": 1725
|
| 519 |
+
},
|
| 520 |
+
{
|
| 521 |
+
"epoch": 2.6315789473684212,
|
| 522 |
+
"grad_norm": 0.9888351559638977,
|
| 523 |
+
"learning_rate": 1.718045112781955e-05,
|
| 524 |
+
"loss": 0.0325,
|
| 525 |
+
"step": 1750
|
| 526 |
+
},
|
| 527 |
+
{
|
| 528 |
+
"epoch": 2.6691729323308273,
|
| 529 |
+
"grad_norm": 0.3143177330493927,
|
| 530 |
+
"learning_rate": 1.6710526315789475e-05,
|
| 531 |
+
"loss": 0.0308,
|
| 532 |
+
"step": 1775
|
| 533 |
+
},
|
| 534 |
+
{
|
| 535 |
+
"epoch": 2.706766917293233,
|
| 536 |
+
"grad_norm": 0.4308098256587982,
|
| 537 |
+
"learning_rate": 1.62406015037594e-05,
|
| 538 |
+
"loss": 0.0314,
|
| 539 |
+
"step": 1800
|
| 540 |
+
},
|
| 541 |
+
{
|
| 542 |
+
"epoch": 2.744360902255639,
|
| 543 |
+
"grad_norm": 0.29963594675064087,
|
| 544 |
+
"learning_rate": 1.5770676691729323e-05,
|
| 545 |
+
"loss": 0.0317,
|
| 546 |
+
"step": 1825
|
| 547 |
+
},
|
| 548 |
+
{
|
| 549 |
+
"epoch": 2.781954887218045,
|
| 550 |
+
"grad_norm": 0.48776674270629883,
|
| 551 |
+
"learning_rate": 1.5300751879699247e-05,
|
| 552 |
+
"loss": 0.0322,
|
| 553 |
+
"step": 1850
|
| 554 |
+
},
|
| 555 |
+
{
|
| 556 |
+
"epoch": 2.819548872180451,
|
| 557 |
+
"grad_norm": 0.5826253294944763,
|
| 558 |
+
"learning_rate": 1.4830827067669175e-05,
|
| 559 |
+
"loss": 0.0307,
|
| 560 |
+
"step": 1875
|
| 561 |
+
},
|
| 562 |
+
{
|
| 563 |
+
"epoch": 2.857142857142857,
|
| 564 |
+
"grad_norm": 0.4405226409435272,
|
| 565 |
+
"learning_rate": 1.4360902255639098e-05,
|
| 566 |
+
"loss": 0.0333,
|
| 567 |
+
"step": 1900
|
| 568 |
+
},
|
| 569 |
+
{
|
| 570 |
+
"epoch": 2.8947368421052633,
|
| 571 |
+
"grad_norm": 0.5225655436515808,
|
| 572 |
+
"learning_rate": 1.3890977443609024e-05,
|
| 573 |
+
"loss": 0.0311,
|
| 574 |
+
"step": 1925
|
| 575 |
+
},
|
| 576 |
+
{
|
| 577 |
+
"epoch": 2.932330827067669,
|
| 578 |
+
"grad_norm": 0.41791537404060364,
|
| 579 |
+
"learning_rate": 1.3421052631578948e-05,
|
| 580 |
+
"loss": 0.0324,
|
| 581 |
+
"step": 1950
|
| 582 |
+
},
|
| 583 |
+
{
|
| 584 |
+
"epoch": 2.969924812030075,
|
| 585 |
+
"grad_norm": 0.5451214909553528,
|
| 586 |
+
"learning_rate": 1.2951127819548874e-05,
|
| 587 |
+
"loss": 0.0306,
|
| 588 |
+
"step": 1975
|
| 589 |
+
},
|
| 590 |
+
{
|
| 591 |
+
"epoch": 3.0,
|
| 592 |
+
"eval_explained_variance": 0.45663392543792725,
|
| 593 |
+
"eval_loss": 0.030168164521455765,
|
| 594 |
+
"eval_mae": 0.13527624309062958,
|
| 595 |
+
"eval_mse": 0.03015773557126522,
|
| 596 |
+
"eval_r2": 0.4496729373931885,
|
| 597 |
+
"eval_rmse": 0.1736598271658279,
|
| 598 |
+
"eval_runtime": 332.1496,
|
| 599 |
+
"eval_samples_per_second": 64.052,
|
| 600 |
+
"eval_steps_per_second": 1.003,
|
| 601 |
+
"step": 1995
|
| 602 |
+
},
|
| 603 |
+
{
|
| 604 |
+
"epoch": 3.007518796992481,
|
| 605 |
+
"grad_norm": 0.2819690704345703,
|
| 606 |
+
"learning_rate": 1.2481203007518796e-05,
|
| 607 |
+
"loss": 0.0306,
|
| 608 |
+
"step": 2000
|
| 609 |
+
},
|
| 610 |
+
{
|
| 611 |
+
"epoch": 3.045112781954887,
|
| 612 |
+
"grad_norm": 0.41735702753067017,
|
| 613 |
+
"learning_rate": 1.2011278195488724e-05,
|
| 614 |
+
"loss": 0.0293,
|
| 615 |
+
"step": 2025
|
| 616 |
+
},
|
| 617 |
+
{
|
| 618 |
+
"epoch": 3.082706766917293,
|
| 619 |
+
"grad_norm": 0.4255701005458832,
|
| 620 |
+
"learning_rate": 1.1541353383458646e-05,
|
| 621 |
+
"loss": 0.0309,
|
| 622 |
+
"step": 2050
|
| 623 |
+
},
|
| 624 |
+
{
|
| 625 |
+
"epoch": 3.1203007518796992,
|
| 626 |
+
"grad_norm": 0.47187066078186035,
|
| 627 |
+
"learning_rate": 1.107142857142857e-05,
|
| 628 |
+
"loss": 0.0303,
|
| 629 |
+
"step": 2075
|
| 630 |
+
},
|
| 631 |
+
{
|
| 632 |
+
"epoch": 3.1578947368421053,
|
| 633 |
+
"grad_norm": 0.23569606244564056,
|
| 634 |
+
"learning_rate": 1.0601503759398497e-05,
|
| 635 |
+
"loss": 0.0309,
|
| 636 |
+
"step": 2100
|
| 637 |
+
},
|
| 638 |
+
{
|
| 639 |
+
"epoch": 3.1954887218045114,
|
| 640 |
+
"grad_norm": 0.3127480745315552,
|
| 641 |
+
"learning_rate": 1.0131578947368421e-05,
|
| 642 |
+
"loss": 0.0292,
|
| 643 |
+
"step": 2125
|
| 644 |
+
},
|
| 645 |
+
{
|
| 646 |
+
"epoch": 3.2330827067669174,
|
| 647 |
+
"grad_norm": 0.2915782332420349,
|
| 648 |
+
"learning_rate": 9.661654135338345e-06,
|
| 649 |
+
"loss": 0.0298,
|
| 650 |
+
"step": 2150
|
| 651 |
+
},
|
| 652 |
+
{
|
| 653 |
+
"epoch": 3.2706766917293235,
|
| 654 |
+
"grad_norm": 0.4635418951511383,
|
| 655 |
+
"learning_rate": 9.191729323308271e-06,
|
| 656 |
+
"loss": 0.0296,
|
| 657 |
+
"step": 2175
|
| 658 |
+
},
|
| 659 |
+
{
|
| 660 |
+
"epoch": 3.308270676691729,
|
| 661 |
+
"grad_norm": 0.30249276757240295,
|
| 662 |
+
"learning_rate": 8.721804511278195e-06,
|
| 663 |
+
"loss": 0.0322,
|
| 664 |
+
"step": 2200
|
| 665 |
+
},
|
| 666 |
+
{
|
| 667 |
+
"epoch": 3.345864661654135,
|
| 668 |
+
"grad_norm": 0.3594088852405548,
|
| 669 |
+
"learning_rate": 8.25187969924812e-06,
|
| 670 |
+
"loss": 0.0287,
|
| 671 |
+
"step": 2225
|
| 672 |
+
},
|
| 673 |
+
{
|
| 674 |
+
"epoch": 3.3834586466165413,
|
| 675 |
+
"grad_norm": 0.5810452699661255,
|
| 676 |
+
"learning_rate": 7.781954887218045e-06,
|
| 677 |
+
"loss": 0.0292,
|
| 678 |
+
"step": 2250
|
| 679 |
+
},
|
| 680 |
+
{
|
| 681 |
+
"epoch": 3.4210526315789473,
|
| 682 |
+
"grad_norm": 0.4130695164203644,
|
| 683 |
+
"learning_rate": 7.31203007518797e-06,
|
| 684 |
+
"loss": 0.0297,
|
| 685 |
+
"step": 2275
|
| 686 |
+
},
|
| 687 |
+
{
|
| 688 |
+
"epoch": 3.4586466165413534,
|
| 689 |
+
"grad_norm": 0.5884249210357666,
|
| 690 |
+
"learning_rate": 6.842105263157895e-06,
|
| 691 |
+
"loss": 0.0295,
|
| 692 |
+
"step": 2300
|
| 693 |
+
},
|
| 694 |
+
{
|
| 695 |
+
"epoch": 3.4962406015037595,
|
| 696 |
+
"grad_norm": 0.6940419673919678,
|
| 697 |
+
"learning_rate": 6.37218045112782e-06,
|
| 698 |
+
"loss": 0.0311,
|
| 699 |
+
"step": 2325
|
| 700 |
+
},
|
| 701 |
+
{
|
| 702 |
+
"epoch": 3.5338345864661656,
|
| 703 |
+
"grad_norm": 0.36135807633399963,
|
| 704 |
+
"learning_rate": 5.902255639097744e-06,
|
| 705 |
+
"loss": 0.0317,
|
| 706 |
+
"step": 2350
|
| 707 |
+
},
|
| 708 |
+
{
|
| 709 |
+
"epoch": 3.571428571428571,
|
| 710 |
+
"grad_norm": 0.36453500390052795,
|
| 711 |
+
"learning_rate": 5.432330827067669e-06,
|
| 712 |
+
"loss": 0.0297,
|
| 713 |
+
"step": 2375
|
| 714 |
+
},
|
| 715 |
+
{
|
| 716 |
+
"epoch": 3.6090225563909772,
|
| 717 |
+
"grad_norm": 0.25037509202957153,
|
| 718 |
+
"learning_rate": 4.962406015037594e-06,
|
| 719 |
+
"loss": 0.0289,
|
| 720 |
+
"step": 2400
|
| 721 |
+
},
|
| 722 |
+
{
|
| 723 |
+
"epoch": 3.6466165413533833,
|
| 724 |
+
"grad_norm": 0.6295666098594666,
|
| 725 |
+
"learning_rate": 4.4924812030075186e-06,
|
| 726 |
+
"loss": 0.0295,
|
| 727 |
+
"step": 2425
|
| 728 |
+
},
|
| 729 |
+
{
|
| 730 |
+
"epoch": 3.6842105263157894,
|
| 731 |
+
"grad_norm": 0.7680342197418213,
|
| 732 |
+
"learning_rate": 4.022556390977444e-06,
|
| 733 |
+
"loss": 0.0307,
|
| 734 |
+
"step": 2450
|
| 735 |
+
},
|
| 736 |
+
{
|
| 737 |
+
"epoch": 3.7218045112781954,
|
| 738 |
+
"grad_norm": 0.4914247691631317,
|
| 739 |
+
"learning_rate": 3.5526315789473683e-06,
|
| 740 |
+
"loss": 0.0303,
|
| 741 |
+
"step": 2475
|
| 742 |
+
},
|
| 743 |
+
{
|
| 744 |
+
"epoch": 3.7593984962406015,
|
| 745 |
+
"grad_norm": 0.2644283175468445,
|
| 746 |
+
"learning_rate": 3.0827067669172934e-06,
|
| 747 |
+
"loss": 0.0284,
|
| 748 |
+
"step": 2500
|
| 749 |
+
},
|
| 750 |
+
{
|
| 751 |
+
"epoch": 3.7969924812030076,
|
| 752 |
+
"grad_norm": 0.3956184387207031,
|
| 753 |
+
"learning_rate": 2.612781954887218e-06,
|
| 754 |
+
"loss": 0.0301,
|
| 755 |
+
"step": 2525
|
| 756 |
+
},
|
| 757 |
+
{
|
| 758 |
+
"epoch": 3.8345864661654137,
|
| 759 |
+
"grad_norm": 0.8803111910820007,
|
| 760 |
+
"learning_rate": 2.1428571428571427e-06,
|
| 761 |
+
"loss": 0.0288,
|
| 762 |
+
"step": 2550
|
| 763 |
+
},
|
| 764 |
+
{
|
| 765 |
+
"epoch": 3.8721804511278197,
|
| 766 |
+
"grad_norm": 0.3685418665409088,
|
| 767 |
+
"learning_rate": 1.6729323308270676e-06,
|
| 768 |
+
"loss": 0.0294,
|
| 769 |
+
"step": 2575
|
| 770 |
+
},
|
| 771 |
+
{
|
| 772 |
+
"epoch": 3.909774436090226,
|
| 773 |
+
"grad_norm": 0.6178150177001953,
|
| 774 |
+
"learning_rate": 1.2030075187969925e-06,
|
| 775 |
+
"loss": 0.0301,
|
| 776 |
+
"step": 2600
|
| 777 |
+
},
|
| 778 |
+
{
|
| 779 |
+
"epoch": 3.9473684210526314,
|
| 780 |
+
"grad_norm": 0.31244605779647827,
|
| 781 |
+
"learning_rate": 7.330827067669173e-07,
|
| 782 |
+
"loss": 0.0299,
|
| 783 |
+
"step": 2625
|
| 784 |
+
},
|
| 785 |
+
{
|
| 786 |
+
"epoch": 3.9849624060150375,
|
| 787 |
+
"grad_norm": 0.2659818232059479,
|
| 788 |
+
"learning_rate": 2.6315789473684213e-07,
|
| 789 |
+
"loss": 0.0283,
|
| 790 |
+
"step": 2650
|
| 791 |
+
},
|
| 792 |
+
{
|
| 793 |
+
"epoch": 4.0,
|
| 794 |
+
"eval_explained_variance": 0.4599541425704956,
|
| 795 |
+
"eval_loss": 0.02979499101638794,
|
| 796 |
+
"eval_mae": 0.13353775441646576,
|
| 797 |
+
"eval_mse": 0.02978423796594143,
|
| 798 |
+
"eval_r2": 0.4564886689186096,
|
| 799 |
+
"eval_rmse": 0.17258110547201114,
|
| 800 |
+
"eval_runtime": 331.6411,
|
| 801 |
+
"eval_samples_per_second": 64.151,
|
| 802 |
+
"eval_steps_per_second": 1.004,
|
| 803 |
+
"step": 2660
|
| 804 |
+
}
|
| 805 |
+
],
|
| 806 |
+
"logging_steps": 25,
|
| 807 |
+
"max_steps": 2660,
|
| 808 |
+
"num_input_tokens_seen": 0,
|
| 809 |
+
"num_train_epochs": 4,
|
| 810 |
+
"save_steps": 500,
|
| 811 |
+
"stateful_callbacks": {
|
| 812 |
+
"EarlyStoppingCallback": {
|
| 813 |
+
"args": {
|
| 814 |
+
"early_stopping_patience": 5,
|
| 815 |
+
"early_stopping_threshold": 0.01
|
| 816 |
+
},
|
| 817 |
+
"attributes": {
|
| 818 |
+
"early_stopping_patience_counter": 3
|
| 819 |
+
}
|
| 820 |
+
},
|
| 821 |
+
"TrainerControl": {
|
| 822 |
+
"args": {
|
| 823 |
+
"should_epoch_stop": false,
|
| 824 |
+
"should_evaluate": false,
|
| 825 |
+
"should_log": false,
|
| 826 |
+
"should_save": true,
|
| 827 |
+
"should_training_stop": true
|
| 828 |
+
},
|
| 829 |
+
"attributes": {}
|
| 830 |
+
}
|
| 831 |
+
},
|
| 832 |
+
"total_flos": 8.945729038555546e+17,
|
| 833 |
+
"train_batch_size": 8,
|
| 834 |
+
"trial_name": null,
|
| 835 |
+
"trial_params": null
|
| 836 |
+
}
|
checkpoint-2660/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c893b5c5e95351eb46deca0dacee023fd60d03f2085e784e9e9a52174b7f22cb
|
| 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 sha256:8b757e785ceb97089596df3ab0d8407e60f9f602e1aa5592c6ac434f519a9bb6
|
| 3 |
+
size 594675108
|
runs/Apr04_20-25-23_r-samtuckervegan-autotrain-advanced-dhhsgzmo-ec501-hxdb5/events.out.tfevents.1743798325.r-samtuckervegan-autotrain-advanced-dhhsgzmo-ec501-hxdb5.215.0
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 sha256:1ac5958b6ec1e2843c9b429cde49b4424c0899267ca4346eea53a49a8a8fd195
|
| 3 |
+
size 30143
|
runs/Apr04_20-25-23_r-samtuckervegan-autotrain-advanced-dhhsgzmo-ec501-hxdb5/events.out.tfevents.1743823465.r-samtuckervegan-autotrain-advanced-dhhsgzmo-ec501-hxdb5.215.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f1a901963b93157fb256b89a93b18596f1df0cce658bb2274e35ce939ebbb2f9
|
| 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:c893b5c5e95351eb46deca0dacee023fd60d03f2085e784e9e9a52174b7f22cb
|
| 3 |
+
size 5368
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "open-paws/animal_alignment_feedback",
|
| 3 |
+
"model": "allenai/longformer-base-4096",
|
| 4 |
+
"lr": 4.5e-05,
|
| 5 |
+
"epochs": 4,
|
| 6 |
+
"max_seq_length": 4096,
|
| 7 |
+
"batch_size": 8,
|
| 8 |
+
"warmup_ratio": 0.1,
|
| 9 |
+
"gradient_accumulation": 4,
|
| 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": "rating_rationality",
|
| 19 |
+
"logging_steps": -1,
|
| 20 |
+
"project_name": "rationality-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
|
|
|