Training in progress, epoch 4
Browse files- model.safetensors +1 -1
- run-aiqm0bwn/checkpoint-20336/config.json +28 -0
- run-aiqm0bwn/checkpoint-20336/merges.txt +0 -0
- run-aiqm0bwn/checkpoint-20336/model.safetensors +3 -0
- run-aiqm0bwn/checkpoint-20336/optimizer.pt +3 -0
- run-aiqm0bwn/checkpoint-20336/rng_state.pth +3 -0
- run-aiqm0bwn/checkpoint-20336/scheduler.pt +3 -0
- run-aiqm0bwn/checkpoint-20336/special_tokens_map.json +51 -0
- run-aiqm0bwn/checkpoint-20336/tokenizer_config.json +56 -0
- run-aiqm0bwn/checkpoint-20336/trainer_state.json +356 -0
- run-aiqm0bwn/checkpoint-20336/training_args.bin +3 -0
- run-aiqm0bwn/checkpoint-20336/vocab.json +0 -0
- training_args.bin +1 -1
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 498612824
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:62c44c0a2bfb9495eef4f7449274c4c10590be12c94afd30ef2335ecf6d3258c
|
| 3 |
size 498612824
|
run-aiqm0bwn/checkpoint-20336/config.json
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "FacebookAI/roberta-base",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"RobertaForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"bos_token_id": 0,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"eos_token_id": 2,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 768,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 3072,
|
| 15 |
+
"layer_norm_eps": 1e-05,
|
| 16 |
+
"max_position_embeddings": 514,
|
| 17 |
+
"model_type": "roberta",
|
| 18 |
+
"num_attention_heads": 12,
|
| 19 |
+
"num_hidden_layers": 12,
|
| 20 |
+
"pad_token_id": 1,
|
| 21 |
+
"position_embedding_type": "absolute",
|
| 22 |
+
"problem_type": "single_label_classification",
|
| 23 |
+
"torch_dtype": "float32",
|
| 24 |
+
"transformers_version": "4.39.3",
|
| 25 |
+
"type_vocab_size": 1,
|
| 26 |
+
"use_cache": true,
|
| 27 |
+
"vocab_size": 50265
|
| 28 |
+
}
|
run-aiqm0bwn/checkpoint-20336/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-aiqm0bwn/checkpoint-20336/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:62c44c0a2bfb9495eef4f7449274c4c10590be12c94afd30ef2335ecf6d3258c
|
| 3 |
+
size 498612824
|
run-aiqm0bwn/checkpoint-20336/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:87c1c04120a54a268024109e32045bae0fc5ab85d770384a2712b363aef421aa
|
| 3 |
+
size 997345530
|
run-aiqm0bwn/checkpoint-20336/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b9951426c0ef577d78ddc6baefdb142d039af0d9fc9c6fe05a09eccee397c462
|
| 3 |
+
size 14180
|
run-aiqm0bwn/checkpoint-20336/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:447c2593f07d910b54a250eb3f4ccc48238e5e0e0d51833eb5a4a48174cee1f8
|
| 3 |
+
size 1064
|
run-aiqm0bwn/checkpoint-20336/special_tokens_map.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"cls_token": {
|
| 10 |
+
"content": "<s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"eos_token": {
|
| 17 |
+
"content": "</s>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": true,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"mask_token": {
|
| 24 |
+
"content": "<mask>",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"pad_token": {
|
| 31 |
+
"content": "<pad>",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": true,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
},
|
| 37 |
+
"sep_token": {
|
| 38 |
+
"content": "</s>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": true,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false
|
| 43 |
+
},
|
| 44 |
+
"unk_token": {
|
| 45 |
+
"content": "<unk>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": true,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false
|
| 50 |
+
}
|
| 51 |
+
}
|
run-aiqm0bwn/checkpoint-20336/tokenizer_config.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": true,
|
| 47 |
+
"cls_token": "<s>",
|
| 48 |
+
"eos_token": "</s>",
|
| 49 |
+
"errors": "replace",
|
| 50 |
+
"mask_token": "<mask>",
|
| 51 |
+
"model_max_length": 512,
|
| 52 |
+
"pad_token": "<pad>",
|
| 53 |
+
"sep_token": "</s>",
|
| 54 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 55 |
+
"unk_token": "<unk>"
|
| 56 |
+
}
|
run-aiqm0bwn/checkpoint-20336/trainer_state.json
ADDED
|
@@ -0,0 +1,356 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 4.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 20336,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.1,
|
| 13 |
+
"grad_norm": 2.639714002609253,
|
| 14 |
+
"learning_rate": 4.877065302911094e-05,
|
| 15 |
+
"loss": 0.4358,
|
| 16 |
+
"step": 500
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.2,
|
| 20 |
+
"grad_norm": 5.436565399169922,
|
| 21 |
+
"learning_rate": 4.7541306058221875e-05,
|
| 22 |
+
"loss": 0.3804,
|
| 23 |
+
"step": 1000
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.3,
|
| 27 |
+
"grad_norm": 4.662177085876465,
|
| 28 |
+
"learning_rate": 4.631195908733281e-05,
|
| 29 |
+
"loss": 0.3975,
|
| 30 |
+
"step": 1500
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.39,
|
| 34 |
+
"grad_norm": 12.201448440551758,
|
| 35 |
+
"learning_rate": 4.508261211644375e-05,
|
| 36 |
+
"loss": 0.3733,
|
| 37 |
+
"step": 2000
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.49,
|
| 41 |
+
"grad_norm": 2.0421175956726074,
|
| 42 |
+
"learning_rate": 4.3853265145554684e-05,
|
| 43 |
+
"loss": 0.3712,
|
| 44 |
+
"step": 2500
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.59,
|
| 48 |
+
"grad_norm": 4.97001838684082,
|
| 49 |
+
"learning_rate": 4.262391817466562e-05,
|
| 50 |
+
"loss": 0.4752,
|
| 51 |
+
"step": 3000
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.69,
|
| 55 |
+
"grad_norm": 2.7016830444335938,
|
| 56 |
+
"learning_rate": 4.1394571203776556e-05,
|
| 57 |
+
"loss": 0.4282,
|
| 58 |
+
"step": 3500
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 0.79,
|
| 62 |
+
"grad_norm": 1.6109079122543335,
|
| 63 |
+
"learning_rate": 4.016522423288749e-05,
|
| 64 |
+
"loss": 0.4309,
|
| 65 |
+
"step": 4000
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 0.89,
|
| 69 |
+
"grad_norm": 7.190454483032227,
|
| 70 |
+
"learning_rate": 3.893587726199843e-05,
|
| 71 |
+
"loss": 0.389,
|
| 72 |
+
"step": 4500
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 0.98,
|
| 76 |
+
"grad_norm": 1.701509952545166,
|
| 77 |
+
"learning_rate": 3.7706530291109365e-05,
|
| 78 |
+
"loss": 0.4228,
|
| 79 |
+
"step": 5000
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"epoch": 1.0,
|
| 83 |
+
"eval_Accuracy": 0.8657740400575412,
|
| 84 |
+
"eval_F1": 0.8202341550165488,
|
| 85 |
+
"eval_Precision": 0.7956680084339659,
|
| 86 |
+
"eval_Recall": 0.8463655826281986,
|
| 87 |
+
"eval_loss": 0.39325135946273804,
|
| 88 |
+
"eval_runtime": 89.4137,
|
| 89 |
+
"eval_samples_per_second": 303.209,
|
| 90 |
+
"eval_steps_per_second": 37.902,
|
| 91 |
+
"step": 5084
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 1.08,
|
| 95 |
+
"grad_norm": 1.2046446800231934,
|
| 96 |
+
"learning_rate": 3.64771833202203e-05,
|
| 97 |
+
"loss": 0.3931,
|
| 98 |
+
"step": 5500
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 1.18,
|
| 102 |
+
"grad_norm": 0.729346752166748,
|
| 103 |
+
"learning_rate": 3.524783634933124e-05,
|
| 104 |
+
"loss": 0.3827,
|
| 105 |
+
"step": 6000
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 1.28,
|
| 109 |
+
"grad_norm": 3.0332932472229004,
|
| 110 |
+
"learning_rate": 3.4018489378442174e-05,
|
| 111 |
+
"loss": 0.385,
|
| 112 |
+
"step": 6500
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"epoch": 1.38,
|
| 116 |
+
"grad_norm": 290.25067138671875,
|
| 117 |
+
"learning_rate": 3.278914240755311e-05,
|
| 118 |
+
"loss": 0.3822,
|
| 119 |
+
"step": 7000
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"epoch": 1.48,
|
| 123 |
+
"grad_norm": 1.7939294576644897,
|
| 124 |
+
"learning_rate": 3.1559795436664046e-05,
|
| 125 |
+
"loss": 0.3673,
|
| 126 |
+
"step": 7500
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 1.57,
|
| 130 |
+
"grad_norm": 1.399434208869934,
|
| 131 |
+
"learning_rate": 3.033044846577498e-05,
|
| 132 |
+
"loss": 0.3799,
|
| 133 |
+
"step": 8000
|
| 134 |
+
},
|
| 135 |
+
{
|
| 136 |
+
"epoch": 1.67,
|
| 137 |
+
"grad_norm": 0.8836120367050171,
|
| 138 |
+
"learning_rate": 2.910110149488592e-05,
|
| 139 |
+
"loss": 0.3648,
|
| 140 |
+
"step": 8500
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"epoch": 1.77,
|
| 144 |
+
"grad_norm": 2.145643711090088,
|
| 145 |
+
"learning_rate": 2.7871754523996855e-05,
|
| 146 |
+
"loss": 0.3916,
|
| 147 |
+
"step": 9000
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"epoch": 1.87,
|
| 151 |
+
"grad_norm": 2.656245231628418,
|
| 152 |
+
"learning_rate": 2.664240755310779e-05,
|
| 153 |
+
"loss": 0.4065,
|
| 154 |
+
"step": 9500
|
| 155 |
+
},
|
| 156 |
+
{
|
| 157 |
+
"epoch": 1.97,
|
| 158 |
+
"grad_norm": 2.332174301147461,
|
| 159 |
+
"learning_rate": 2.5413060582218728e-05,
|
| 160 |
+
"loss": 0.3884,
|
| 161 |
+
"step": 10000
|
| 162 |
+
},
|
| 163 |
+
{
|
| 164 |
+
"epoch": 2.0,
|
| 165 |
+
"eval_Accuracy": 0.8491387259783851,
|
| 166 |
+
"eval_F1": 0.8093417863136304,
|
| 167 |
+
"eval_Precision": 0.7455982135188526,
|
| 168 |
+
"eval_Recall": 0.8850035681516975,
|
| 169 |
+
"eval_loss": 0.39591678977012634,
|
| 170 |
+
"eval_runtime": 88.8717,
|
| 171 |
+
"eval_samples_per_second": 305.058,
|
| 172 |
+
"eval_steps_per_second": 38.134,
|
| 173 |
+
"step": 10168
|
| 174 |
+
},
|
| 175 |
+
{
|
| 176 |
+
"epoch": 2.07,
|
| 177 |
+
"grad_norm": 1.7149969339370728,
|
| 178 |
+
"learning_rate": 2.4183713611329664e-05,
|
| 179 |
+
"loss": 0.3975,
|
| 180 |
+
"step": 10500
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"epoch": 2.16,
|
| 184 |
+
"grad_norm": 0.5414048433303833,
|
| 185 |
+
"learning_rate": 2.29543666404406e-05,
|
| 186 |
+
"loss": 0.4078,
|
| 187 |
+
"step": 11000
|
| 188 |
+
},
|
| 189 |
+
{
|
| 190 |
+
"epoch": 2.26,
|
| 191 |
+
"grad_norm": 1.5238455533981323,
|
| 192 |
+
"learning_rate": 2.1725019669551537e-05,
|
| 193 |
+
"loss": 0.5382,
|
| 194 |
+
"step": 11500
|
| 195 |
+
},
|
| 196 |
+
{
|
| 197 |
+
"epoch": 2.36,
|
| 198 |
+
"grad_norm": 0.6814860105514526,
|
| 199 |
+
"learning_rate": 2.0495672698662473e-05,
|
| 200 |
+
"loss": 0.6048,
|
| 201 |
+
"step": 12000
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"epoch": 2.46,
|
| 205 |
+
"grad_norm": 0.6721811294555664,
|
| 206 |
+
"learning_rate": 1.9266325727773406e-05,
|
| 207 |
+
"loss": 0.602,
|
| 208 |
+
"step": 12500
|
| 209 |
+
},
|
| 210 |
+
{
|
| 211 |
+
"epoch": 2.56,
|
| 212 |
+
"grad_norm": 1.559476375579834,
|
| 213 |
+
"learning_rate": 1.8036978756884342e-05,
|
| 214 |
+
"loss": 0.5172,
|
| 215 |
+
"step": 13000
|
| 216 |
+
},
|
| 217 |
+
{
|
| 218 |
+
"epoch": 2.66,
|
| 219 |
+
"grad_norm": 0.9714244604110718,
|
| 220 |
+
"learning_rate": 1.6807631785995282e-05,
|
| 221 |
+
"loss": 0.397,
|
| 222 |
+
"step": 13500
|
| 223 |
+
},
|
| 224 |
+
{
|
| 225 |
+
"epoch": 2.75,
|
| 226 |
+
"grad_norm": 2.5964913368225098,
|
| 227 |
+
"learning_rate": 1.5578284815106218e-05,
|
| 228 |
+
"loss": 0.362,
|
| 229 |
+
"step": 14000
|
| 230 |
+
},
|
| 231 |
+
{
|
| 232 |
+
"epoch": 2.85,
|
| 233 |
+
"grad_norm": 4.127317905426025,
|
| 234 |
+
"learning_rate": 1.4348937844217153e-05,
|
| 235 |
+
"loss": 0.3589,
|
| 236 |
+
"step": 14500
|
| 237 |
+
},
|
| 238 |
+
{
|
| 239 |
+
"epoch": 2.95,
|
| 240 |
+
"grad_norm": 1.4614758491516113,
|
| 241 |
+
"learning_rate": 1.3119590873328089e-05,
|
| 242 |
+
"loss": 0.3309,
|
| 243 |
+
"step": 15000
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"epoch": 3.0,
|
| 247 |
+
"eval_Accuracy": 0.8821880417542695,
|
| 248 |
+
"eval_F1": 0.8272019043497079,
|
| 249 |
+
"eval_Precision": 0.8812680115273775,
|
| 250 |
+
"eval_Recall": 0.7793862779080436,
|
| 251 |
+
"eval_loss": 0.3385286331176758,
|
| 252 |
+
"eval_runtime": 88.8552,
|
| 253 |
+
"eval_samples_per_second": 305.114,
|
| 254 |
+
"eval_steps_per_second": 38.141,
|
| 255 |
+
"step": 15252
|
| 256 |
+
},
|
| 257 |
+
{
|
| 258 |
+
"epoch": 3.05,
|
| 259 |
+
"grad_norm": 6.725005149841309,
|
| 260 |
+
"learning_rate": 1.1890243902439025e-05,
|
| 261 |
+
"loss": 0.3115,
|
| 262 |
+
"step": 15500
|
| 263 |
+
},
|
| 264 |
+
{
|
| 265 |
+
"epoch": 3.15,
|
| 266 |
+
"grad_norm": 1.5747590065002441,
|
| 267 |
+
"learning_rate": 1.0660896931549961e-05,
|
| 268 |
+
"loss": 0.303,
|
| 269 |
+
"step": 16000
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"epoch": 3.25,
|
| 273 |
+
"grad_norm": 2.4709486961364746,
|
| 274 |
+
"learning_rate": 9.431549960660898e-06,
|
| 275 |
+
"loss": 0.3001,
|
| 276 |
+
"step": 16500
|
| 277 |
+
},
|
| 278 |
+
{
|
| 279 |
+
"epoch": 3.34,
|
| 280 |
+
"grad_norm": 0.9706057906150818,
|
| 281 |
+
"learning_rate": 8.202202989771832e-06,
|
| 282 |
+
"loss": 0.3016,
|
| 283 |
+
"step": 17000
|
| 284 |
+
},
|
| 285 |
+
{
|
| 286 |
+
"epoch": 3.44,
|
| 287 |
+
"grad_norm": 4.0229597091674805,
|
| 288 |
+
"learning_rate": 6.97285601888277e-06,
|
| 289 |
+
"loss": 0.2914,
|
| 290 |
+
"step": 17500
|
| 291 |
+
},
|
| 292 |
+
{
|
| 293 |
+
"epoch": 3.54,
|
| 294 |
+
"grad_norm": 39.496726989746094,
|
| 295 |
+
"learning_rate": 5.743509047993706e-06,
|
| 296 |
+
"loss": 0.2712,
|
| 297 |
+
"step": 18000
|
| 298 |
+
},
|
| 299 |
+
{
|
| 300 |
+
"epoch": 3.64,
|
| 301 |
+
"grad_norm": 1.7884820699691772,
|
| 302 |
+
"learning_rate": 4.514162077104643e-06,
|
| 303 |
+
"loss": 0.2692,
|
| 304 |
+
"step": 18500
|
| 305 |
+
},
|
| 306 |
+
{
|
| 307 |
+
"epoch": 3.74,
|
| 308 |
+
"grad_norm": 5.432505130767822,
|
| 309 |
+
"learning_rate": 3.284815106215578e-06,
|
| 310 |
+
"loss": 0.2691,
|
| 311 |
+
"step": 19000
|
| 312 |
+
},
|
| 313 |
+
{
|
| 314 |
+
"epoch": 3.84,
|
| 315 |
+
"grad_norm": 11.744521141052246,
|
| 316 |
+
"learning_rate": 2.0554681353265145e-06,
|
| 317 |
+
"loss": 0.2621,
|
| 318 |
+
"step": 19500
|
| 319 |
+
},
|
| 320 |
+
{
|
| 321 |
+
"epoch": 3.93,
|
| 322 |
+
"grad_norm": 4.194027423858643,
|
| 323 |
+
"learning_rate": 8.261211644374508e-07,
|
| 324 |
+
"loss": 0.254,
|
| 325 |
+
"step": 20000
|
| 326 |
+
},
|
| 327 |
+
{
|
| 328 |
+
"epoch": 4.0,
|
| 329 |
+
"eval_Accuracy": 0.8947290767585113,
|
| 330 |
+
"eval_F1": 0.8524759640235707,
|
| 331 |
+
"eval_Precision": 0.8646324840096467,
|
| 332 |
+
"eval_Recall": 0.8406565399123254,
|
| 333 |
+
"eval_loss": 0.26431554555892944,
|
| 334 |
+
"eval_runtime": 88.602,
|
| 335 |
+
"eval_samples_per_second": 305.986,
|
| 336 |
+
"eval_steps_per_second": 38.25,
|
| 337 |
+
"step": 20336
|
| 338 |
+
}
|
| 339 |
+
],
|
| 340 |
+
"logging_steps": 500,
|
| 341 |
+
"max_steps": 20336,
|
| 342 |
+
"num_input_tokens_seen": 0,
|
| 343 |
+
"num_train_epochs": 4,
|
| 344 |
+
"save_steps": 500,
|
| 345 |
+
"total_flos": 1.610614078168308e+16,
|
| 346 |
+
"train_batch_size": 16,
|
| 347 |
+
"trial_name": null,
|
| 348 |
+
"trial_params": {
|
| 349 |
+
"_wandb": {},
|
| 350 |
+
"assignments": {},
|
| 351 |
+
"learning_rate": 5e-05,
|
| 352 |
+
"metric": "eval/loss",
|
| 353 |
+
"num_train_epochs": 4,
|
| 354 |
+
"per_device_train_batch_size": 16
|
| 355 |
+
}
|
| 356 |
+
}
|
run-aiqm0bwn/checkpoint-20336/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2f591bcc7bb3d751c372b9e555545d558094f5e42774fe55fce79687d449affc
|
| 3 |
+
size 4920
|
run-aiqm0bwn/checkpoint-20336/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 4920
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2f591bcc7bb3d751c372b9e555545d558094f5e42774fe55fce79687d449affc
|
| 3 |
size 4920
|