Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- checkpoint-1500/added_tokens.json +3 -0
- checkpoint-1500/chat_template.jinja +47 -0
- checkpoint-1500/config.json +110 -0
- checkpoint-1500/generation_config.json +13 -0
- checkpoint-1500/model-00001-of-00005.safetensors +3 -0
- checkpoint-1500/model-00002-of-00005.safetensors +3 -0
- checkpoint-1500/model-00003-of-00005.safetensors +3 -0
- checkpoint-1500/model-00004-of-00005.safetensors +3 -0
- checkpoint-1500/model-00005-of-00005.safetensors +3 -0
- checkpoint-1500/model.safetensors.index.json +0 -0
- checkpoint-1500/optimizer.pt +3 -0
- checkpoint-1500/rng_state.pth +3 -0
- checkpoint-1500/scheduler.pt +3 -0
- checkpoint-1500/special_tokens_map.json +33 -0
- checkpoint-1500/tokenizer.json +3 -0
- checkpoint-1500/tokenizer.model +3 -0
- checkpoint-1500/tokenizer_config.json +0 -0
- checkpoint-1500/trainer_state.json +2194 -0
- checkpoint-1500/training_args.bin +3 -0
.gitattributes
CHANGED
|
@@ -35,3 +35,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
checkpoint-500/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
| 37 |
checkpoint-1000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
checkpoint-500/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
| 37 |
checkpoint-1000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
| 38 |
+
checkpoint-1500/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
checkpoint-1500/added_tokens.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"<image_soft_token>": 262144
|
| 3 |
+
}
|
checkpoint-1500/chat_template.jinja
ADDED
|
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{{ bos_token }}
|
| 2 |
+
{%- if messages[0]['role'] == 'system' -%}
|
| 3 |
+
{%- if messages[0]['content'] is string -%}
|
| 4 |
+
{%- set first_user_prefix = messages[0]['content'] + '
|
| 5 |
+
|
| 6 |
+
' -%}
|
| 7 |
+
{%- else -%}
|
| 8 |
+
{%- set first_user_prefix = messages[0]['content'][0]['text'] + '
|
| 9 |
+
|
| 10 |
+
' -%}
|
| 11 |
+
{%- endif -%}
|
| 12 |
+
{%- set loop_messages = messages[1:] -%}
|
| 13 |
+
{%- else -%}
|
| 14 |
+
{%- set first_user_prefix = "" -%}
|
| 15 |
+
{%- set loop_messages = messages -%}
|
| 16 |
+
{%- endif -%}
|
| 17 |
+
{%- for message in loop_messages -%}
|
| 18 |
+
{%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) -%}
|
| 19 |
+
{{ raise_exception("Conversation roles must alternate user/assistant/user/assistant/...") }}
|
| 20 |
+
{%- endif -%}
|
| 21 |
+
{%- if (message['role'] == 'assistant') -%}
|
| 22 |
+
{%- set role = "model" -%}
|
| 23 |
+
{%- else -%}
|
| 24 |
+
{%- set role = message['role'] -%}
|
| 25 |
+
{%- endif -%}
|
| 26 |
+
{{ '<start_of_turn>' + role + '
|
| 27 |
+
' + (first_user_prefix if loop.first else "") }}
|
| 28 |
+
{%- if message['content'] is string -%}
|
| 29 |
+
{{ message['content'] | trim }}
|
| 30 |
+
{%- elif message['content'] is iterable -%}
|
| 31 |
+
{%- for item in message['content'] -%}
|
| 32 |
+
{%- if item['type'] == 'image' -%}
|
| 33 |
+
{{ '<start_of_image>' }}
|
| 34 |
+
{%- elif item['type'] == 'text' -%}
|
| 35 |
+
{{ item['text'] | trim }}
|
| 36 |
+
{%- endif -%}
|
| 37 |
+
{%- endfor -%}
|
| 38 |
+
{%- else -%}
|
| 39 |
+
{{ raise_exception("Invalid content type") }}
|
| 40 |
+
{%- endif -%}
|
| 41 |
+
{{ '<end_of_turn>
|
| 42 |
+
' }}
|
| 43 |
+
{%- endfor -%}
|
| 44 |
+
{%- if add_generation_prompt -%}
|
| 45 |
+
{{'<start_of_turn>model
|
| 46 |
+
'}}
|
| 47 |
+
{%- endif -%}
|
checkpoint-1500/config.json
ADDED
|
@@ -0,0 +1,110 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"Gemma3ForConditionalGeneration"
|
| 4 |
+
],
|
| 5 |
+
"boi_token_index": 255999,
|
| 6 |
+
"bos_token_id": 2,
|
| 7 |
+
"dtype": "bfloat16",
|
| 8 |
+
"eoi_token_index": 256000,
|
| 9 |
+
"eos_token_id": 1,
|
| 10 |
+
"image_token_index": 262144,
|
| 11 |
+
"initializer_range": 0.02,
|
| 12 |
+
"mm_tokens_per_image": 256,
|
| 13 |
+
"model_type": "gemma3",
|
| 14 |
+
"pad_token_id": 0,
|
| 15 |
+
"text_config": {
|
| 16 |
+
"_sliding_window_pattern": 6,
|
| 17 |
+
"attention_bias": false,
|
| 18 |
+
"attention_dropout": 0.0,
|
| 19 |
+
"attn_logit_softcapping": null,
|
| 20 |
+
"dtype": "bfloat16",
|
| 21 |
+
"final_logit_softcapping": null,
|
| 22 |
+
"head_dim": 256,
|
| 23 |
+
"hidden_activation": "gelu_pytorch_tanh",
|
| 24 |
+
"hidden_size": 3840,
|
| 25 |
+
"initializer_range": 0.02,
|
| 26 |
+
"intermediate_size": 15360,
|
| 27 |
+
"layer_types": [
|
| 28 |
+
"sliding_attention",
|
| 29 |
+
"sliding_attention",
|
| 30 |
+
"sliding_attention",
|
| 31 |
+
"sliding_attention",
|
| 32 |
+
"sliding_attention",
|
| 33 |
+
"full_attention",
|
| 34 |
+
"sliding_attention",
|
| 35 |
+
"sliding_attention",
|
| 36 |
+
"sliding_attention",
|
| 37 |
+
"sliding_attention",
|
| 38 |
+
"sliding_attention",
|
| 39 |
+
"full_attention",
|
| 40 |
+
"sliding_attention",
|
| 41 |
+
"sliding_attention",
|
| 42 |
+
"sliding_attention",
|
| 43 |
+
"sliding_attention",
|
| 44 |
+
"sliding_attention",
|
| 45 |
+
"full_attention",
|
| 46 |
+
"sliding_attention",
|
| 47 |
+
"sliding_attention",
|
| 48 |
+
"sliding_attention",
|
| 49 |
+
"sliding_attention",
|
| 50 |
+
"sliding_attention",
|
| 51 |
+
"full_attention",
|
| 52 |
+
"sliding_attention",
|
| 53 |
+
"sliding_attention",
|
| 54 |
+
"sliding_attention",
|
| 55 |
+
"sliding_attention",
|
| 56 |
+
"sliding_attention",
|
| 57 |
+
"full_attention",
|
| 58 |
+
"sliding_attention",
|
| 59 |
+
"sliding_attention",
|
| 60 |
+
"sliding_attention",
|
| 61 |
+
"sliding_attention",
|
| 62 |
+
"sliding_attention",
|
| 63 |
+
"full_attention",
|
| 64 |
+
"sliding_attention",
|
| 65 |
+
"sliding_attention",
|
| 66 |
+
"sliding_attention",
|
| 67 |
+
"sliding_attention",
|
| 68 |
+
"sliding_attention",
|
| 69 |
+
"full_attention",
|
| 70 |
+
"sliding_attention",
|
| 71 |
+
"sliding_attention",
|
| 72 |
+
"sliding_attention",
|
| 73 |
+
"sliding_attention",
|
| 74 |
+
"sliding_attention",
|
| 75 |
+
"full_attention"
|
| 76 |
+
],
|
| 77 |
+
"max_position_embeddings": 131072,
|
| 78 |
+
"model_type": "gemma3_text",
|
| 79 |
+
"num_attention_heads": 16,
|
| 80 |
+
"num_hidden_layers": 48,
|
| 81 |
+
"num_key_value_heads": 8,
|
| 82 |
+
"query_pre_attn_scalar": 256,
|
| 83 |
+
"rms_norm_eps": 1e-06,
|
| 84 |
+
"rope_local_base_freq": 10000.0,
|
| 85 |
+
"rope_scaling": {
|
| 86 |
+
"factor": 8.0,
|
| 87 |
+
"rope_type": "linear"
|
| 88 |
+
},
|
| 89 |
+
"rope_theta": 1000000.0,
|
| 90 |
+
"sliding_window": 1024,
|
| 91 |
+
"use_cache": true,
|
| 92 |
+
"vocab_size": 262208
|
| 93 |
+
},
|
| 94 |
+
"transformers_version": "4.56.1",
|
| 95 |
+
"vision_config": {
|
| 96 |
+
"attention_dropout": 0.0,
|
| 97 |
+
"dtype": "bfloat16",
|
| 98 |
+
"hidden_act": "gelu_pytorch_tanh",
|
| 99 |
+
"hidden_size": 1152,
|
| 100 |
+
"image_size": 896,
|
| 101 |
+
"intermediate_size": 4304,
|
| 102 |
+
"layer_norm_eps": 1e-06,
|
| 103 |
+
"model_type": "siglip_vision_model",
|
| 104 |
+
"num_attention_heads": 16,
|
| 105 |
+
"num_channels": 3,
|
| 106 |
+
"num_hidden_layers": 27,
|
| 107 |
+
"patch_size": 14,
|
| 108 |
+
"vision_use_head": false
|
| 109 |
+
}
|
| 110 |
+
}
|
checkpoint-1500/generation_config.json
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token_id": 2,
|
| 3 |
+
"do_sample": true,
|
| 4 |
+
"eos_token_id": [
|
| 5 |
+
1,
|
| 6 |
+
1,
|
| 7 |
+
106
|
| 8 |
+
],
|
| 9 |
+
"pad_token_id": 0,
|
| 10 |
+
"top_k": 64,
|
| 11 |
+
"top_p": 0.95,
|
| 12 |
+
"transformers_version": "4.56.1"
|
| 13 |
+
}
|
checkpoint-1500/model-00001-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4847447e92599833e8dbaa3067cd201c3bb5c052efa91f11ba891e43234f7832
|
| 3 |
+
size 4979902192
|
checkpoint-1500/model-00002-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:891bd54eed03cba9ee1e705533a02a8217fcc29f356e4a1f53e5fd0d178883ad
|
| 3 |
+
size 4931296592
|
checkpoint-1500/model-00003-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7cee411d9d57324e50ce064a192cc5a858276d508611b12fc599e0c9767112e0
|
| 3 |
+
size 4931296656
|
checkpoint-1500/model-00004-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ee4490303a01053b988c2f4545f99b4f93618a07f15ceeef556906d24ff5cd3e
|
| 3 |
+
size 4931296656
|
checkpoint-1500/model-00005-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1427de1e90a8c15cd55cce91f5f817d317646d43512fcfa306403ccf14441ad8
|
| 3 |
+
size 4601000928
|
checkpoint-1500/model.safetensors.index.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-1500/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b9301e8c6eca0c0db17c4ebb9beda8f1447c463dd7d3f5bdcf44fd74f29cf33a
|
| 3 |
+
size 1793214689
|
checkpoint-1500/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9e18baad484d226f8ed089a4849ca70f9922b4c7d45ed627c4dfd43cb9bc6002
|
| 3 |
+
size 14645
|
checkpoint-1500/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0c06b4f8f3b3f6004cf9db5f25ea010ea45540a89813f901db1e65629d2290fe
|
| 3 |
+
size 1465
|
checkpoint-1500/special_tokens_map.json
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"boi_token": "<start_of_image>",
|
| 3 |
+
"bos_token": {
|
| 4 |
+
"content": "<bos>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false
|
| 9 |
+
},
|
| 10 |
+
"eoi_token": "<end_of_image>",
|
| 11 |
+
"eos_token": {
|
| 12 |
+
"content": "<eos>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false
|
| 17 |
+
},
|
| 18 |
+
"image_token": "<image_soft_token>",
|
| 19 |
+
"pad_token": {
|
| 20 |
+
"content": "<pad>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false
|
| 25 |
+
},
|
| 26 |
+
"unk_token": {
|
| 27 |
+
"content": "<unk>",
|
| 28 |
+
"lstrip": false,
|
| 29 |
+
"normalized": false,
|
| 30 |
+
"rstrip": false,
|
| 31 |
+
"single_word": false
|
| 32 |
+
}
|
| 33 |
+
}
|
checkpoint-1500/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4667f2089529e8e7657cfb6d1c19910ae71ff5f28aa7ab2ff2763330affad795
|
| 3 |
+
size 33384568
|
checkpoint-1500/tokenizer.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1299c11d7cf632ef3b4e11937501358ada021bbdf7c47638d13c0ee982f2e79c
|
| 3 |
+
size 4689074
|
checkpoint-1500/tokenizer_config.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-1500/trainer_state.json
ADDED
|
@@ -0,0 +1,2194 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": null,
|
| 3 |
+
"best_metric": null,
|
| 4 |
+
"best_model_checkpoint": null,
|
| 5 |
+
"epoch": 2.4,
|
| 6 |
+
"eval_steps": 100,
|
| 7 |
+
"global_step": 1500,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"entropy": 1.2553194094449283,
|
| 14 |
+
"epoch": 0.016,
|
| 15 |
+
"grad_norm": 270.0,
|
| 16 |
+
"learning_rate": 6.000000000000001e-07,
|
| 17 |
+
"loss": 41.3914,
|
| 18 |
+
"mean_token_accuracy": 0.5671123253181577,
|
| 19 |
+
"num_tokens": 338352.0,
|
| 20 |
+
"step": 10
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"entropy": 1.266689160466194,
|
| 24 |
+
"epoch": 0.032,
|
| 25 |
+
"grad_norm": 264.0,
|
| 26 |
+
"learning_rate": 1.2666666666666669e-06,
|
| 27 |
+
"loss": 41.0628,
|
| 28 |
+
"mean_token_accuracy": 0.5705239847302437,
|
| 29 |
+
"num_tokens": 671193.0,
|
| 30 |
+
"step": 20
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"entropy": 1.3143046092242003,
|
| 34 |
+
"epoch": 0.048,
|
| 35 |
+
"grad_norm": 210.0,
|
| 36 |
+
"learning_rate": 1.9333333333333336e-06,
|
| 37 |
+
"loss": 39.4998,
|
| 38 |
+
"mean_token_accuracy": 0.5745313983410597,
|
| 39 |
+
"num_tokens": 1001008.0,
|
| 40 |
+
"step": 30
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"entropy": 1.4753582045435905,
|
| 44 |
+
"epoch": 0.064,
|
| 45 |
+
"grad_norm": 155.0,
|
| 46 |
+
"learning_rate": 2.6e-06,
|
| 47 |
+
"loss": 38.0568,
|
| 48 |
+
"mean_token_accuracy": 0.5745376290753483,
|
| 49 |
+
"num_tokens": 1331208.0,
|
| 50 |
+
"step": 40
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"entropy": 1.6769672967493534,
|
| 54 |
+
"epoch": 0.08,
|
| 55 |
+
"grad_norm": 99.5,
|
| 56 |
+
"learning_rate": 3.266666666666667e-06,
|
| 57 |
+
"loss": 34.3871,
|
| 58 |
+
"mean_token_accuracy": 0.5940070981159806,
|
| 59 |
+
"num_tokens": 1667532.0,
|
| 60 |
+
"step": 50
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"entropy": 1.7719040885567665,
|
| 64 |
+
"epoch": 0.096,
|
| 65 |
+
"grad_norm": 55.25,
|
| 66 |
+
"learning_rate": 3.9333333333333335e-06,
|
| 67 |
+
"loss": 30.2468,
|
| 68 |
+
"mean_token_accuracy": 0.6289831601083279,
|
| 69 |
+
"num_tokens": 2007176.0,
|
| 70 |
+
"step": 60
|
| 71 |
+
},
|
| 72 |
+
{
|
| 73 |
+
"entropy": 1.7813668169081212,
|
| 74 |
+
"epoch": 0.112,
|
| 75 |
+
"grad_norm": 45.0,
|
| 76 |
+
"learning_rate": 4.600000000000001e-06,
|
| 77 |
+
"loss": 28.6054,
|
| 78 |
+
"mean_token_accuracy": 0.6419326957315207,
|
| 79 |
+
"num_tokens": 2342259.0,
|
| 80 |
+
"step": 70
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"entropy": 1.7141680859029294,
|
| 84 |
+
"epoch": 0.128,
|
| 85 |
+
"grad_norm": 36.75,
|
| 86 |
+
"learning_rate": 5.2666666666666665e-06,
|
| 87 |
+
"loss": 27.4799,
|
| 88 |
+
"mean_token_accuracy": 0.6465466242283583,
|
| 89 |
+
"num_tokens": 2663987.0,
|
| 90 |
+
"step": 80
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"entropy": 1.5760046038776636,
|
| 94 |
+
"epoch": 0.144,
|
| 95 |
+
"grad_norm": 26.875,
|
| 96 |
+
"learning_rate": 5.933333333333335e-06,
|
| 97 |
+
"loss": 24.8601,
|
| 98 |
+
"mean_token_accuracy": 0.6713848907500506,
|
| 99 |
+
"num_tokens": 2997824.0,
|
| 100 |
+
"step": 90
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"entropy": 1.51325889416039,
|
| 104 |
+
"epoch": 0.16,
|
| 105 |
+
"grad_norm": 24.625,
|
| 106 |
+
"learning_rate": 6.600000000000001e-06,
|
| 107 |
+
"loss": 23.6713,
|
| 108 |
+
"mean_token_accuracy": 0.6833302665501833,
|
| 109 |
+
"num_tokens": 3330597.0,
|
| 110 |
+
"step": 100
|
| 111 |
+
},
|
| 112 |
+
{
|
| 113 |
+
"epoch": 0.16,
|
| 114 |
+
"eval_biology_entropy": 3.1857855548858645,
|
| 115 |
+
"eval_biology_loss": 4.065364837646484,
|
| 116 |
+
"eval_biology_mean_token_accuracy": 0.4020989770889282,
|
| 117 |
+
"eval_biology_num_tokens": 3330597.0,
|
| 118 |
+
"eval_biology_runtime": 49.9004,
|
| 119 |
+
"eval_biology_samples_per_second": 10.02,
|
| 120 |
+
"eval_biology_steps_per_second": 2.505,
|
| 121 |
+
"step": 100
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 0.16,
|
| 125 |
+
"eval_chemistry_entropy": 1.8894153318405151,
|
| 126 |
+
"eval_chemistry_loss": 1.931850790977478,
|
| 127 |
+
"eval_chemistry_mean_token_accuracy": 0.6162000632286072,
|
| 128 |
+
"eval_chemistry_num_tokens": 3330597.0,
|
| 129 |
+
"eval_chemistry_runtime": 61.8293,
|
| 130 |
+
"eval_chemistry_samples_per_second": 8.087,
|
| 131 |
+
"eval_chemistry_steps_per_second": 2.022,
|
| 132 |
+
"step": 100
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"epoch": 0.16,
|
| 136 |
+
"eval_math_entropy": 1.3163333106040955,
|
| 137 |
+
"eval_math_loss": 1.5677636861801147,
|
| 138 |
+
"eval_math_mean_token_accuracy": 0.6788510384559632,
|
| 139 |
+
"eval_math_num_tokens": 3330597.0,
|
| 140 |
+
"eval_math_runtime": 63.4108,
|
| 141 |
+
"eval_math_samples_per_second": 7.885,
|
| 142 |
+
"eval_math_steps_per_second": 1.971,
|
| 143 |
+
"step": 100
|
| 144 |
+
},
|
| 145 |
+
{
|
| 146 |
+
"epoch": 0.16,
|
| 147 |
+
"eval_physics_entropy": 1.495229031085968,
|
| 148 |
+
"eval_physics_loss": 1.4545849561691284,
|
| 149 |
+
"eval_physics_mean_token_accuracy": 0.6851646456718444,
|
| 150 |
+
"eval_physics_num_tokens": 3330597.0,
|
| 151 |
+
"eval_physics_runtime": 72.2177,
|
| 152 |
+
"eval_physics_samples_per_second": 6.924,
|
| 153 |
+
"eval_physics_steps_per_second": 1.731,
|
| 154 |
+
"step": 100
|
| 155 |
+
},
|
| 156 |
+
{
|
| 157 |
+
"entropy": 1.473308515548706,
|
| 158 |
+
"epoch": 0.176,
|
| 159 |
+
"grad_norm": 25.375,
|
| 160 |
+
"learning_rate": 7.266666666666668e-06,
|
| 161 |
+
"loss": 22.9019,
|
| 162 |
+
"mean_token_accuracy": 0.6873474020510912,
|
| 163 |
+
"num_tokens": 3658264.0,
|
| 164 |
+
"step": 110
|
| 165 |
+
},
|
| 166 |
+
{
|
| 167 |
+
"entropy": 1.397306866571307,
|
| 168 |
+
"epoch": 0.192,
|
| 169 |
+
"grad_norm": 19.625,
|
| 170 |
+
"learning_rate": 7.933333333333334e-06,
|
| 171 |
+
"loss": 21.9472,
|
| 172 |
+
"mean_token_accuracy": 0.6935743600130081,
|
| 173 |
+
"num_tokens": 3995568.0,
|
| 174 |
+
"step": 120
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"entropy": 1.3264490943402052,
|
| 178 |
+
"epoch": 0.208,
|
| 179 |
+
"grad_norm": 20.5,
|
| 180 |
+
"learning_rate": 8.6e-06,
|
| 181 |
+
"loss": 20.7584,
|
| 182 |
+
"mean_token_accuracy": 0.7065585050731897,
|
| 183 |
+
"num_tokens": 4321436.0,
|
| 184 |
+
"step": 130
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"entropy": 1.2879054959863425,
|
| 188 |
+
"epoch": 0.224,
|
| 189 |
+
"grad_norm": 18.625,
|
| 190 |
+
"learning_rate": 9.266666666666667e-06,
|
| 191 |
+
"loss": 20.3558,
|
| 192 |
+
"mean_token_accuracy": 0.7094652783125639,
|
| 193 |
+
"num_tokens": 4648491.0,
|
| 194 |
+
"step": 140
|
| 195 |
+
},
|
| 196 |
+
{
|
| 197 |
+
"entropy": 1.262782633677125,
|
| 198 |
+
"epoch": 0.24,
|
| 199 |
+
"grad_norm": 20.875,
|
| 200 |
+
"learning_rate": 9.933333333333334e-06,
|
| 201 |
+
"loss": 20.125,
|
| 202 |
+
"mean_token_accuracy": 0.7121465969830751,
|
| 203 |
+
"num_tokens": 4986175.0,
|
| 204 |
+
"step": 150
|
| 205 |
+
},
|
| 206 |
+
{
|
| 207 |
+
"entropy": 1.249500698968768,
|
| 208 |
+
"epoch": 0.256,
|
| 209 |
+
"grad_norm": 20.75,
|
| 210 |
+
"learning_rate": 1.0600000000000002e-05,
|
| 211 |
+
"loss": 19.7318,
|
| 212 |
+
"mean_token_accuracy": 0.716720923408866,
|
| 213 |
+
"num_tokens": 5329320.0,
|
| 214 |
+
"step": 160
|
| 215 |
+
},
|
| 216 |
+
{
|
| 217 |
+
"entropy": 1.2423948224633932,
|
| 218 |
+
"epoch": 0.272,
|
| 219 |
+
"grad_norm": 21.125,
|
| 220 |
+
"learning_rate": 1.1266666666666668e-05,
|
| 221 |
+
"loss": 19.6803,
|
| 222 |
+
"mean_token_accuracy": 0.7159549534320832,
|
| 223 |
+
"num_tokens": 5658796.0,
|
| 224 |
+
"step": 170
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"entropy": 1.2081249222159385,
|
| 228 |
+
"epoch": 0.288,
|
| 229 |
+
"grad_norm": 18.5,
|
| 230 |
+
"learning_rate": 1.1933333333333335e-05,
|
| 231 |
+
"loss": 19.318,
|
| 232 |
+
"mean_token_accuracy": 0.7217235699295997,
|
| 233 |
+
"num_tokens": 5980201.0,
|
| 234 |
+
"step": 180
|
| 235 |
+
},
|
| 236 |
+
{
|
| 237 |
+
"entropy": 1.2010240752249957,
|
| 238 |
+
"epoch": 0.304,
|
| 239 |
+
"grad_norm": 23.125,
|
| 240 |
+
"learning_rate": 1.2600000000000001e-05,
|
| 241 |
+
"loss": 19.0924,
|
| 242 |
+
"mean_token_accuracy": 0.723386499658227,
|
| 243 |
+
"num_tokens": 6298858.0,
|
| 244 |
+
"step": 190
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"entropy": 1.1805048868060113,
|
| 248 |
+
"epoch": 0.32,
|
| 249 |
+
"grad_norm": 21.5,
|
| 250 |
+
"learning_rate": 1.3266666666666668e-05,
|
| 251 |
+
"loss": 18.8302,
|
| 252 |
+
"mean_token_accuracy": 0.7257850173860788,
|
| 253 |
+
"num_tokens": 6622798.0,
|
| 254 |
+
"step": 200
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 0.32,
|
| 258 |
+
"eval_biology_entropy": 3.0335595417022705,
|
| 259 |
+
"eval_biology_loss": 3.5063252449035645,
|
| 260 |
+
"eval_biology_mean_token_accuracy": 0.43639786744117737,
|
| 261 |
+
"eval_biology_num_tokens": 6622798.0,
|
| 262 |
+
"eval_biology_runtime": 49.8291,
|
| 263 |
+
"eval_biology_samples_per_second": 10.034,
|
| 264 |
+
"eval_biology_steps_per_second": 2.509,
|
| 265 |
+
"step": 200
|
| 266 |
+
},
|
| 267 |
+
{
|
| 268 |
+
"epoch": 0.32,
|
| 269 |
+
"eval_chemistry_entropy": 1.5769986052513123,
|
| 270 |
+
"eval_chemistry_loss": 1.6105988025665283,
|
| 271 |
+
"eval_chemistry_mean_token_accuracy": 0.6568134782314301,
|
| 272 |
+
"eval_chemistry_num_tokens": 6622798.0,
|
| 273 |
+
"eval_chemistry_runtime": 61.7607,
|
| 274 |
+
"eval_chemistry_samples_per_second": 8.096,
|
| 275 |
+
"eval_chemistry_steps_per_second": 2.024,
|
| 276 |
+
"step": 200
|
| 277 |
+
},
|
| 278 |
+
{
|
| 279 |
+
"epoch": 0.32,
|
| 280 |
+
"eval_math_entropy": 1.1430701270103454,
|
| 281 |
+
"eval_math_loss": 1.3579970598220825,
|
| 282 |
+
"eval_math_mean_token_accuracy": 0.7044133353233337,
|
| 283 |
+
"eval_math_num_tokens": 6622798.0,
|
| 284 |
+
"eval_math_runtime": 63.3226,
|
| 285 |
+
"eval_math_samples_per_second": 7.896,
|
| 286 |
+
"eval_math_steps_per_second": 1.974,
|
| 287 |
+
"step": 200
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 0.32,
|
| 291 |
+
"eval_physics_entropy": 1.1658131113052368,
|
| 292 |
+
"eval_physics_loss": 1.1756293773651123,
|
| 293 |
+
"eval_physics_mean_token_accuracy": 0.7273708815574647,
|
| 294 |
+
"eval_physics_num_tokens": 6622798.0,
|
| 295 |
+
"eval_physics_runtime": 72.1537,
|
| 296 |
+
"eval_physics_samples_per_second": 6.93,
|
| 297 |
+
"eval_physics_steps_per_second": 1.732,
|
| 298 |
+
"step": 200
|
| 299 |
+
},
|
| 300 |
+
{
|
| 301 |
+
"entropy": 1.1631717231124639,
|
| 302 |
+
"epoch": 0.336,
|
| 303 |
+
"grad_norm": 15.8125,
|
| 304 |
+
"learning_rate": 1.3933333333333334e-05,
|
| 305 |
+
"loss": 18.617,
|
| 306 |
+
"mean_token_accuracy": 0.7290044378489255,
|
| 307 |
+
"num_tokens": 6953611.0,
|
| 308 |
+
"step": 210
|
| 309 |
+
},
|
| 310 |
+
{
|
| 311 |
+
"entropy": 1.1292029924690723,
|
| 312 |
+
"epoch": 0.352,
|
| 313 |
+
"grad_norm": 19.625,
|
| 314 |
+
"learning_rate": 1.46e-05,
|
| 315 |
+
"loss": 17.9563,
|
| 316 |
+
"mean_token_accuracy": 0.7365154311060905,
|
| 317 |
+
"num_tokens": 7290378.0,
|
| 318 |
+
"step": 220
|
| 319 |
+
},
|
| 320 |
+
{
|
| 321 |
+
"entropy": 1.1049898941069842,
|
| 322 |
+
"epoch": 0.368,
|
| 323 |
+
"grad_norm": 17.75,
|
| 324 |
+
"learning_rate": 1.5266666666666667e-05,
|
| 325 |
+
"loss": 17.6986,
|
| 326 |
+
"mean_token_accuracy": 0.7393099017441273,
|
| 327 |
+
"num_tokens": 7621082.0,
|
| 328 |
+
"step": 230
|
| 329 |
+
},
|
| 330 |
+
{
|
| 331 |
+
"entropy": 1.1595781400799752,
|
| 332 |
+
"epoch": 0.384,
|
| 333 |
+
"grad_norm": 19.375,
|
| 334 |
+
"learning_rate": 1.5933333333333336e-05,
|
| 335 |
+
"loss": 18.4615,
|
| 336 |
+
"mean_token_accuracy": 0.727893678098917,
|
| 337 |
+
"num_tokens": 7955570.0,
|
| 338 |
+
"step": 240
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"entropy": 1.0945355758070945,
|
| 342 |
+
"epoch": 0.4,
|
| 343 |
+
"grad_norm": 21.0,
|
| 344 |
+
"learning_rate": 1.66e-05,
|
| 345 |
+
"loss": 17.5388,
|
| 346 |
+
"mean_token_accuracy": 0.7387776046991348,
|
| 347 |
+
"num_tokens": 8291049.0,
|
| 348 |
+
"step": 250
|
| 349 |
+
},
|
| 350 |
+
{
|
| 351 |
+
"entropy": 1.0819710556417703,
|
| 352 |
+
"epoch": 0.416,
|
| 353 |
+
"grad_norm": 18.375,
|
| 354 |
+
"learning_rate": 1.726666666666667e-05,
|
| 355 |
+
"loss": 17.251,
|
| 356 |
+
"mean_token_accuracy": 0.7430898856371642,
|
| 357 |
+
"num_tokens": 8627310.0,
|
| 358 |
+
"step": 260
|
| 359 |
+
},
|
| 360 |
+
{
|
| 361 |
+
"entropy": 1.089613201841712,
|
| 362 |
+
"epoch": 0.432,
|
| 363 |
+
"grad_norm": 20.75,
|
| 364 |
+
"learning_rate": 1.7933333333333333e-05,
|
| 365 |
+
"loss": 17.4707,
|
| 366 |
+
"mean_token_accuracy": 0.7406438160687685,
|
| 367 |
+
"num_tokens": 8958371.0,
|
| 368 |
+
"step": 270
|
| 369 |
+
},
|
| 370 |
+
{
|
| 371 |
+
"entropy": 1.0421824473887682,
|
| 372 |
+
"epoch": 0.448,
|
| 373 |
+
"grad_norm": 18.25,
|
| 374 |
+
"learning_rate": 1.86e-05,
|
| 375 |
+
"loss": 16.7755,
|
| 376 |
+
"mean_token_accuracy": 0.7496135134249926,
|
| 377 |
+
"num_tokens": 9294388.0,
|
| 378 |
+
"step": 280
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"entropy": 1.0451348841190338,
|
| 382 |
+
"epoch": 0.464,
|
| 383 |
+
"grad_norm": 19.625,
|
| 384 |
+
"learning_rate": 1.926666666666667e-05,
|
| 385 |
+
"loss": 16.5784,
|
| 386 |
+
"mean_token_accuracy": 0.7497908163815736,
|
| 387 |
+
"num_tokens": 9620366.0,
|
| 388 |
+
"step": 290
|
| 389 |
+
},
|
| 390 |
+
{
|
| 391 |
+
"entropy": 1.0491984207183123,
|
| 392 |
+
"epoch": 0.48,
|
| 393 |
+
"grad_norm": 21.0,
|
| 394 |
+
"learning_rate": 1.9933333333333334e-05,
|
| 395 |
+
"loss": 16.8506,
|
| 396 |
+
"mean_token_accuracy": 0.7469458010047674,
|
| 397 |
+
"num_tokens": 9955431.0,
|
| 398 |
+
"step": 300
|
| 399 |
+
},
|
| 400 |
+
{
|
| 401 |
+
"epoch": 0.48,
|
| 402 |
+
"eval_biology_entropy": 2.9388448543548584,
|
| 403 |
+
"eval_biology_loss": 3.3656885623931885,
|
| 404 |
+
"eval_biology_mean_token_accuracy": 0.45114623188972475,
|
| 405 |
+
"eval_biology_num_tokens": 9955431.0,
|
| 406 |
+
"eval_biology_runtime": 49.8383,
|
| 407 |
+
"eval_biology_samples_per_second": 10.032,
|
| 408 |
+
"eval_biology_steps_per_second": 2.508,
|
| 409 |
+
"step": 300
|
| 410 |
+
},
|
| 411 |
+
{
|
| 412 |
+
"epoch": 0.48,
|
| 413 |
+
"eval_chemistry_entropy": 1.491808822631836,
|
| 414 |
+
"eval_chemistry_loss": 1.5070267915725708,
|
| 415 |
+
"eval_chemistry_mean_token_accuracy": 0.6716848533153534,
|
| 416 |
+
"eval_chemistry_num_tokens": 9955431.0,
|
| 417 |
+
"eval_chemistry_runtime": 61.771,
|
| 418 |
+
"eval_chemistry_samples_per_second": 8.094,
|
| 419 |
+
"eval_chemistry_steps_per_second": 2.024,
|
| 420 |
+
"step": 300
|
| 421 |
+
},
|
| 422 |
+
{
|
| 423 |
+
"epoch": 0.48,
|
| 424 |
+
"eval_math_entropy": 1.1062884669303894,
|
| 425 |
+
"eval_math_loss": 1.285144567489624,
|
| 426 |
+
"eval_math_mean_token_accuracy": 0.7163918890953064,
|
| 427 |
+
"eval_math_num_tokens": 9955431.0,
|
| 428 |
+
"eval_math_runtime": 63.3221,
|
| 429 |
+
"eval_math_samples_per_second": 7.896,
|
| 430 |
+
"eval_math_steps_per_second": 1.974,
|
| 431 |
+
"step": 300
|
| 432 |
+
},
|
| 433 |
+
{
|
| 434 |
+
"epoch": 0.48,
|
| 435 |
+
"eval_physics_entropy": 1.0871692457199096,
|
| 436 |
+
"eval_physics_loss": 1.0718116760253906,
|
| 437 |
+
"eval_physics_mean_token_accuracy": 0.7436052026748657,
|
| 438 |
+
"eval_physics_num_tokens": 9955431.0,
|
| 439 |
+
"eval_physics_runtime": 72.1598,
|
| 440 |
+
"eval_physics_samples_per_second": 6.929,
|
| 441 |
+
"eval_physics_steps_per_second": 1.732,
|
| 442 |
+
"step": 300
|
| 443 |
+
},
|
| 444 |
+
{
|
| 445 |
+
"entropy": 1.0622025161981583,
|
| 446 |
+
"epoch": 0.496,
|
| 447 |
+
"grad_norm": 17.625,
|
| 448 |
+
"learning_rate": 1.9933333333333334e-05,
|
| 449 |
+
"loss": 17.0457,
|
| 450 |
+
"mean_token_accuracy": 0.7451069477945567,
|
| 451 |
+
"num_tokens": 10289883.0,
|
| 452 |
+
"step": 310
|
| 453 |
+
},
|
| 454 |
+
{
|
| 455 |
+
"entropy": 1.0407135926187039,
|
| 456 |
+
"epoch": 0.512,
|
| 457 |
+
"grad_norm": 21.375,
|
| 458 |
+
"learning_rate": 1.985925925925926e-05,
|
| 459 |
+
"loss": 16.7612,
|
| 460 |
+
"mean_token_accuracy": 0.7487055193632841,
|
| 461 |
+
"num_tokens": 10619468.0,
|
| 462 |
+
"step": 320
|
| 463 |
+
},
|
| 464 |
+
{
|
| 465 |
+
"entropy": 1.060495626181364,
|
| 466 |
+
"epoch": 0.528,
|
| 467 |
+
"grad_norm": 19.625,
|
| 468 |
+
"learning_rate": 1.9785185185185187e-05,
|
| 469 |
+
"loss": 16.9124,
|
| 470 |
+
"mean_token_accuracy": 0.7458847668021917,
|
| 471 |
+
"num_tokens": 10944904.0,
|
| 472 |
+
"step": 330
|
| 473 |
+
},
|
| 474 |
+
{
|
| 475 |
+
"entropy": 1.0363870609551669,
|
| 476 |
+
"epoch": 0.544,
|
| 477 |
+
"grad_norm": 19.125,
|
| 478 |
+
"learning_rate": 1.971111111111111e-05,
|
| 479 |
+
"loss": 16.6786,
|
| 480 |
+
"mean_token_accuracy": 0.7487504351884127,
|
| 481 |
+
"num_tokens": 11266409.0,
|
| 482 |
+
"step": 340
|
| 483 |
+
},
|
| 484 |
+
{
|
| 485 |
+
"entropy": 1.01834645755589,
|
| 486 |
+
"epoch": 0.56,
|
| 487 |
+
"grad_norm": 17.125,
|
| 488 |
+
"learning_rate": 1.963703703703704e-05,
|
| 489 |
+
"loss": 16.224,
|
| 490 |
+
"mean_token_accuracy": 0.7543694581836462,
|
| 491 |
+
"num_tokens": 11605544.0,
|
| 492 |
+
"step": 350
|
| 493 |
+
},
|
| 494 |
+
{
|
| 495 |
+
"entropy": 1.0103376515209674,
|
| 496 |
+
"epoch": 0.576,
|
| 497 |
+
"grad_norm": 21.75,
|
| 498 |
+
"learning_rate": 1.9562962962962964e-05,
|
| 499 |
+
"loss": 16.1635,
|
| 500 |
+
"mean_token_accuracy": 0.7562580808997155,
|
| 501 |
+
"num_tokens": 11931715.0,
|
| 502 |
+
"step": 360
|
| 503 |
+
},
|
| 504 |
+
{
|
| 505 |
+
"entropy": 1.0192645259201527,
|
| 506 |
+
"epoch": 0.592,
|
| 507 |
+
"grad_norm": 19.625,
|
| 508 |
+
"learning_rate": 1.948888888888889e-05,
|
| 509 |
+
"loss": 16.3501,
|
| 510 |
+
"mean_token_accuracy": 0.7522288095206022,
|
| 511 |
+
"num_tokens": 12257243.0,
|
| 512 |
+
"step": 370
|
| 513 |
+
},
|
| 514 |
+
{
|
| 515 |
+
"entropy": 0.9979648280888795,
|
| 516 |
+
"epoch": 0.608,
|
| 517 |
+
"grad_norm": 17.25,
|
| 518 |
+
"learning_rate": 1.9414814814814817e-05,
|
| 519 |
+
"loss": 16.0193,
|
| 520 |
+
"mean_token_accuracy": 0.7565512597560883,
|
| 521 |
+
"num_tokens": 12583154.0,
|
| 522 |
+
"step": 380
|
| 523 |
+
},
|
| 524 |
+
{
|
| 525 |
+
"entropy": 1.0146858640015126,
|
| 526 |
+
"epoch": 0.624,
|
| 527 |
+
"grad_norm": 18.375,
|
| 528 |
+
"learning_rate": 1.9340740740740743e-05,
|
| 529 |
+
"loss": 16.2917,
|
| 530 |
+
"mean_token_accuracy": 0.7530687287449837,
|
| 531 |
+
"num_tokens": 12905392.0,
|
| 532 |
+
"step": 390
|
| 533 |
+
},
|
| 534 |
+
{
|
| 535 |
+
"entropy": 1.0172333989292384,
|
| 536 |
+
"epoch": 0.64,
|
| 537 |
+
"grad_norm": 18.0,
|
| 538 |
+
"learning_rate": 1.926666666666667e-05,
|
| 539 |
+
"loss": 16.311,
|
| 540 |
+
"mean_token_accuracy": 0.753251226246357,
|
| 541 |
+
"num_tokens": 13232198.0,
|
| 542 |
+
"step": 400
|
| 543 |
+
},
|
| 544 |
+
{
|
| 545 |
+
"epoch": 0.64,
|
| 546 |
+
"eval_biology_entropy": 2.8556682786941527,
|
| 547 |
+
"eval_biology_loss": 3.2405552864074707,
|
| 548 |
+
"eval_biology_mean_token_accuracy": 0.46047434616088867,
|
| 549 |
+
"eval_biology_num_tokens": 13232198.0,
|
| 550 |
+
"eval_biology_runtime": 49.8137,
|
| 551 |
+
"eval_biology_samples_per_second": 10.037,
|
| 552 |
+
"eval_biology_steps_per_second": 2.509,
|
| 553 |
+
"step": 400
|
| 554 |
+
},
|
| 555 |
+
{
|
| 556 |
+
"epoch": 0.64,
|
| 557 |
+
"eval_chemistry_entropy": 1.4023492636680603,
|
| 558 |
+
"eval_chemistry_loss": 1.4446464776992798,
|
| 559 |
+
"eval_chemistry_mean_token_accuracy": 0.6815885419845581,
|
| 560 |
+
"eval_chemistry_num_tokens": 13232198.0,
|
| 561 |
+
"eval_chemistry_runtime": 61.7651,
|
| 562 |
+
"eval_chemistry_samples_per_second": 8.095,
|
| 563 |
+
"eval_chemistry_steps_per_second": 2.024,
|
| 564 |
+
"step": 400
|
| 565 |
+
},
|
| 566 |
+
{
|
| 567 |
+
"epoch": 0.64,
|
| 568 |
+
"eval_math_entropy": 1.0369325885772704,
|
| 569 |
+
"eval_math_loss": 1.2500724792480469,
|
| 570 |
+
"eval_math_mean_token_accuracy": 0.7222203068733215,
|
| 571 |
+
"eval_math_num_tokens": 13232198.0,
|
| 572 |
+
"eval_math_runtime": 63.311,
|
| 573 |
+
"eval_math_samples_per_second": 7.898,
|
| 574 |
+
"eval_math_steps_per_second": 1.974,
|
| 575 |
+
"step": 400
|
| 576 |
+
},
|
| 577 |
+
{
|
| 578 |
+
"epoch": 0.64,
|
| 579 |
+
"eval_physics_entropy": 1.0061357097625732,
|
| 580 |
+
"eval_physics_loss": 1.0139094591140747,
|
| 581 |
+
"eval_physics_mean_token_accuracy": 0.7539046273231507,
|
| 582 |
+
"eval_physics_num_tokens": 13232198.0,
|
| 583 |
+
"eval_physics_runtime": 72.128,
|
| 584 |
+
"eval_physics_samples_per_second": 6.932,
|
| 585 |
+
"eval_physics_steps_per_second": 1.733,
|
| 586 |
+
"step": 400
|
| 587 |
+
},
|
| 588 |
+
{
|
| 589 |
+
"entropy": 1.0025192126631737,
|
| 590 |
+
"epoch": 0.656,
|
| 591 |
+
"grad_norm": 19.0,
|
| 592 |
+
"learning_rate": 1.9192592592592593e-05,
|
| 593 |
+
"loss": 16.0757,
|
| 594 |
+
"mean_token_accuracy": 0.7558728314936161,
|
| 595 |
+
"num_tokens": 13575902.0,
|
| 596 |
+
"step": 410
|
| 597 |
+
},
|
| 598 |
+
{
|
| 599 |
+
"entropy": 0.9805797968059778,
|
| 600 |
+
"epoch": 0.672,
|
| 601 |
+
"grad_norm": 20.75,
|
| 602 |
+
"learning_rate": 1.911851851851852e-05,
|
| 603 |
+
"loss": 15.6938,
|
| 604 |
+
"mean_token_accuracy": 0.7607984621077776,
|
| 605 |
+
"num_tokens": 13895997.0,
|
| 606 |
+
"step": 420
|
| 607 |
+
},
|
| 608 |
+
{
|
| 609 |
+
"entropy": 0.98455760627985,
|
| 610 |
+
"epoch": 0.688,
|
| 611 |
+
"grad_norm": 17.5,
|
| 612 |
+
"learning_rate": 1.9044444444444446e-05,
|
| 613 |
+
"loss": 15.8079,
|
| 614 |
+
"mean_token_accuracy": 0.7591990135610104,
|
| 615 |
+
"num_tokens": 14234888.0,
|
| 616 |
+
"step": 430
|
| 617 |
+
},
|
| 618 |
+
{
|
| 619 |
+
"entropy": 0.995212909206748,
|
| 620 |
+
"epoch": 0.704,
|
| 621 |
+
"grad_norm": 19.5,
|
| 622 |
+
"learning_rate": 1.8970370370370372e-05,
|
| 623 |
+
"loss": 16.0276,
|
| 624 |
+
"mean_token_accuracy": 0.7551241502165794,
|
| 625 |
+
"num_tokens": 14567908.0,
|
| 626 |
+
"step": 440
|
| 627 |
+
},
|
| 628 |
+
{
|
| 629 |
+
"entropy": 0.9859623953700065,
|
| 630 |
+
"epoch": 0.72,
|
| 631 |
+
"grad_norm": 19.875,
|
| 632 |
+
"learning_rate": 1.8896296296296295e-05,
|
| 633 |
+
"loss": 15.7158,
|
| 634 |
+
"mean_token_accuracy": 0.759292322024703,
|
| 635 |
+
"num_tokens": 14882927.0,
|
| 636 |
+
"step": 450
|
| 637 |
+
},
|
| 638 |
+
{
|
| 639 |
+
"entropy": 0.9759141772985458,
|
| 640 |
+
"epoch": 0.736,
|
| 641 |
+
"grad_norm": 20.625,
|
| 642 |
+
"learning_rate": 1.8822222222222225e-05,
|
| 643 |
+
"loss": 15.6771,
|
| 644 |
+
"mean_token_accuracy": 0.759360334649682,
|
| 645 |
+
"num_tokens": 15217342.0,
|
| 646 |
+
"step": 460
|
| 647 |
+
},
|
| 648 |
+
{
|
| 649 |
+
"entropy": 0.9576828479766846,
|
| 650 |
+
"epoch": 0.752,
|
| 651 |
+
"grad_norm": 19.5,
|
| 652 |
+
"learning_rate": 1.874814814814815e-05,
|
| 653 |
+
"loss": 15.2707,
|
| 654 |
+
"mean_token_accuracy": 0.764180276170373,
|
| 655 |
+
"num_tokens": 15547710.0,
|
| 656 |
+
"step": 470
|
| 657 |
+
},
|
| 658 |
+
{
|
| 659 |
+
"entropy": 0.9969257492572069,
|
| 660 |
+
"epoch": 0.768,
|
| 661 |
+
"grad_norm": 19.625,
|
| 662 |
+
"learning_rate": 1.8674074074074075e-05,
|
| 663 |
+
"loss": 16.0499,
|
| 664 |
+
"mean_token_accuracy": 0.7543311327695846,
|
| 665 |
+
"num_tokens": 15877177.0,
|
| 666 |
+
"step": 480
|
| 667 |
+
},
|
| 668 |
+
{
|
| 669 |
+
"entropy": 0.9526452720165253,
|
| 670 |
+
"epoch": 0.784,
|
| 671 |
+
"grad_norm": 15.8125,
|
| 672 |
+
"learning_rate": 1.86e-05,
|
| 673 |
+
"loss": 15.3172,
|
| 674 |
+
"mean_token_accuracy": 0.7652558576315641,
|
| 675 |
+
"num_tokens": 16219640.0,
|
| 676 |
+
"step": 490
|
| 677 |
+
},
|
| 678 |
+
{
|
| 679 |
+
"entropy": 0.9730141185224056,
|
| 680 |
+
"epoch": 0.8,
|
| 681 |
+
"grad_norm": 19.25,
|
| 682 |
+
"learning_rate": 1.8525925925925928e-05,
|
| 683 |
+
"loss": 15.5783,
|
| 684 |
+
"mean_token_accuracy": 0.7610898818820715,
|
| 685 |
+
"num_tokens": 16548261.0,
|
| 686 |
+
"step": 500
|
| 687 |
+
},
|
| 688 |
+
{
|
| 689 |
+
"epoch": 0.8,
|
| 690 |
+
"eval_biology_entropy": 2.8879401025772093,
|
| 691 |
+
"eval_biology_loss": 3.2465980052948,
|
| 692 |
+
"eval_biology_mean_token_accuracy": 0.4656795439720154,
|
| 693 |
+
"eval_biology_num_tokens": 16548261.0,
|
| 694 |
+
"eval_biology_runtime": 50.0039,
|
| 695 |
+
"eval_biology_samples_per_second": 9.999,
|
| 696 |
+
"eval_biology_steps_per_second": 2.5,
|
| 697 |
+
"step": 500
|
| 698 |
+
},
|
| 699 |
+
{
|
| 700 |
+
"epoch": 0.8,
|
| 701 |
+
"eval_chemistry_entropy": 1.4028268342018126,
|
| 702 |
+
"eval_chemistry_loss": 1.4141976833343506,
|
| 703 |
+
"eval_chemistry_mean_token_accuracy": 0.6879124054908753,
|
| 704 |
+
"eval_chemistry_num_tokens": 16548261.0,
|
| 705 |
+
"eval_chemistry_runtime": 61.4753,
|
| 706 |
+
"eval_chemistry_samples_per_second": 8.133,
|
| 707 |
+
"eval_chemistry_steps_per_second": 2.033,
|
| 708 |
+
"step": 500
|
| 709 |
+
},
|
| 710 |
+
{
|
| 711 |
+
"epoch": 0.8,
|
| 712 |
+
"eval_math_entropy": 1.036446961402893,
|
| 713 |
+
"eval_math_loss": 1.2320657968521118,
|
| 714 |
+
"eval_math_mean_token_accuracy": 0.7248759384155273,
|
| 715 |
+
"eval_math_num_tokens": 16548261.0,
|
| 716 |
+
"eval_math_runtime": 63.2484,
|
| 717 |
+
"eval_math_samples_per_second": 7.905,
|
| 718 |
+
"eval_math_steps_per_second": 1.976,
|
| 719 |
+
"step": 500
|
| 720 |
+
},
|
| 721 |
+
{
|
| 722 |
+
"epoch": 0.8,
|
| 723 |
+
"eval_physics_entropy": 0.9860591797828674,
|
| 724 |
+
"eval_physics_loss": 0.9807776808738708,
|
| 725 |
+
"eval_physics_mean_token_accuracy": 0.7594618821144103,
|
| 726 |
+
"eval_physics_num_tokens": 16548261.0,
|
| 727 |
+
"eval_physics_runtime": 72.1552,
|
| 728 |
+
"eval_physics_samples_per_second": 6.93,
|
| 729 |
+
"eval_physics_steps_per_second": 1.732,
|
| 730 |
+
"step": 500
|
| 731 |
+
},
|
| 732 |
+
{
|
| 733 |
+
"entropy": 0.9596989471465349,
|
| 734 |
+
"epoch": 0.816,
|
| 735 |
+
"grad_norm": 17.5,
|
| 736 |
+
"learning_rate": 1.8451851851851855e-05,
|
| 737 |
+
"loss": 15.4334,
|
| 738 |
+
"mean_token_accuracy": 0.7610802616924047,
|
| 739 |
+
"num_tokens": 16870533.0,
|
| 740 |
+
"step": 510
|
| 741 |
+
},
|
| 742 |
+
{
|
| 743 |
+
"entropy": 0.9716402690857648,
|
| 744 |
+
"epoch": 0.832,
|
| 745 |
+
"grad_norm": 18.25,
|
| 746 |
+
"learning_rate": 1.8377777777777778e-05,
|
| 747 |
+
"loss": 15.5823,
|
| 748 |
+
"mean_token_accuracy": 0.7609996516257524,
|
| 749 |
+
"num_tokens": 17196371.0,
|
| 750 |
+
"step": 520
|
| 751 |
+
},
|
| 752 |
+
{
|
| 753 |
+
"entropy": 0.9541628547012806,
|
| 754 |
+
"epoch": 0.848,
|
| 755 |
+
"grad_norm": 16.5,
|
| 756 |
+
"learning_rate": 1.8303703703703704e-05,
|
| 757 |
+
"loss": 15.3143,
|
| 758 |
+
"mean_token_accuracy": 0.7634800903499126,
|
| 759 |
+
"num_tokens": 17527066.0,
|
| 760 |
+
"step": 530
|
| 761 |
+
},
|
| 762 |
+
{
|
| 763 |
+
"entropy": 0.9640029605478049,
|
| 764 |
+
"epoch": 0.864,
|
| 765 |
+
"grad_norm": 17.375,
|
| 766 |
+
"learning_rate": 1.822962962962963e-05,
|
| 767 |
+
"loss": 15.4415,
|
| 768 |
+
"mean_token_accuracy": 0.7621862847357989,
|
| 769 |
+
"num_tokens": 17859605.0,
|
| 770 |
+
"step": 540
|
| 771 |
+
},
|
| 772 |
+
{
|
| 773 |
+
"entropy": 0.9721696741878987,
|
| 774 |
+
"epoch": 0.88,
|
| 775 |
+
"grad_norm": 20.25,
|
| 776 |
+
"learning_rate": 1.8155555555555557e-05,
|
| 777 |
+
"loss": 15.653,
|
| 778 |
+
"mean_token_accuracy": 0.7603420093655586,
|
| 779 |
+
"num_tokens": 18187315.0,
|
| 780 |
+
"step": 550
|
| 781 |
+
},
|
| 782 |
+
{
|
| 783 |
+
"entropy": 0.9153296016156673,
|
| 784 |
+
"epoch": 0.896,
|
| 785 |
+
"grad_norm": 17.25,
|
| 786 |
+
"learning_rate": 1.8081481481481484e-05,
|
| 787 |
+
"loss": 14.6671,
|
| 788 |
+
"mean_token_accuracy": 0.7723869703710079,
|
| 789 |
+
"num_tokens": 18536790.0,
|
| 790 |
+
"step": 560
|
| 791 |
+
},
|
| 792 |
+
{
|
| 793 |
+
"entropy": 0.958526523038745,
|
| 794 |
+
"epoch": 0.912,
|
| 795 |
+
"grad_norm": 18.75,
|
| 796 |
+
"learning_rate": 1.800740740740741e-05,
|
| 797 |
+
"loss": 15.4361,
|
| 798 |
+
"mean_token_accuracy": 0.7610937509685755,
|
| 799 |
+
"num_tokens": 18869344.0,
|
| 800 |
+
"step": 570
|
| 801 |
+
},
|
| 802 |
+
{
|
| 803 |
+
"entropy": 0.9475870430469513,
|
| 804 |
+
"epoch": 0.928,
|
| 805 |
+
"grad_norm": 19.125,
|
| 806 |
+
"learning_rate": 1.7933333333333333e-05,
|
| 807 |
+
"loss": 15.2185,
|
| 808 |
+
"mean_token_accuracy": 0.7640813227742911,
|
| 809 |
+
"num_tokens": 19199834.0,
|
| 810 |
+
"step": 580
|
| 811 |
+
},
|
| 812 |
+
{
|
| 813 |
+
"entropy": 0.9297015912830829,
|
| 814 |
+
"epoch": 0.944,
|
| 815 |
+
"grad_norm": 18.75,
|
| 816 |
+
"learning_rate": 1.785925925925926e-05,
|
| 817 |
+
"loss": 14.8769,
|
| 818 |
+
"mean_token_accuracy": 0.7691585179418325,
|
| 819 |
+
"num_tokens": 19525385.0,
|
| 820 |
+
"step": 590
|
| 821 |
+
},
|
| 822 |
+
{
|
| 823 |
+
"entropy": 0.9348739337176084,
|
| 824 |
+
"epoch": 0.96,
|
| 825 |
+
"grad_norm": 19.0,
|
| 826 |
+
"learning_rate": 1.7785185185185186e-05,
|
| 827 |
+
"loss": 15.0455,
|
| 828 |
+
"mean_token_accuracy": 0.7664772134274245,
|
| 829 |
+
"num_tokens": 19856973.0,
|
| 830 |
+
"step": 600
|
| 831 |
+
},
|
| 832 |
+
{
|
| 833 |
+
"epoch": 0.96,
|
| 834 |
+
"eval_biology_entropy": 2.7933437023162844,
|
| 835 |
+
"eval_biology_loss": 3.194451332092285,
|
| 836 |
+
"eval_biology_mean_token_accuracy": 0.46872161483764646,
|
| 837 |
+
"eval_biology_num_tokens": 19856973.0,
|
| 838 |
+
"eval_biology_runtime": 49.8208,
|
| 839 |
+
"eval_biology_samples_per_second": 10.036,
|
| 840 |
+
"eval_biology_steps_per_second": 2.509,
|
| 841 |
+
"step": 600
|
| 842 |
+
},
|
| 843 |
+
{
|
| 844 |
+
"epoch": 0.96,
|
| 845 |
+
"eval_chemistry_entropy": 1.3487913212776184,
|
| 846 |
+
"eval_chemistry_loss": 1.3904978036880493,
|
| 847 |
+
"eval_chemistry_mean_token_accuracy": 0.6907124133110046,
|
| 848 |
+
"eval_chemistry_num_tokens": 19856973.0,
|
| 849 |
+
"eval_chemistry_runtime": 62.2399,
|
| 850 |
+
"eval_chemistry_samples_per_second": 8.033,
|
| 851 |
+
"eval_chemistry_steps_per_second": 2.008,
|
| 852 |
+
"step": 600
|
| 853 |
+
},
|
| 854 |
+
{
|
| 855 |
+
"epoch": 0.96,
|
| 856 |
+
"eval_math_entropy": 1.0215094347000122,
|
| 857 |
+
"eval_math_loss": 1.2187507152557373,
|
| 858 |
+
"eval_math_mean_token_accuracy": 0.727313805103302,
|
| 859 |
+
"eval_math_num_tokens": 19856973.0,
|
| 860 |
+
"eval_math_runtime": 63.311,
|
| 861 |
+
"eval_math_samples_per_second": 7.898,
|
| 862 |
+
"eval_math_steps_per_second": 1.974,
|
| 863 |
+
"step": 600
|
| 864 |
+
},
|
| 865 |
+
{
|
| 866 |
+
"epoch": 0.96,
|
| 867 |
+
"eval_physics_entropy": 0.9578838763237,
|
| 868 |
+
"eval_physics_loss": 0.9591855406761169,
|
| 869 |
+
"eval_physics_mean_token_accuracy": 0.7633539743423462,
|
| 870 |
+
"eval_physics_num_tokens": 19856973.0,
|
| 871 |
+
"eval_physics_runtime": 72.6851,
|
| 872 |
+
"eval_physics_samples_per_second": 6.879,
|
| 873 |
+
"eval_physics_steps_per_second": 1.72,
|
| 874 |
+
"step": 600
|
| 875 |
+
},
|
| 876 |
+
{
|
| 877 |
+
"entropy": 0.9349439710378646,
|
| 878 |
+
"epoch": 0.976,
|
| 879 |
+
"grad_norm": 19.125,
|
| 880 |
+
"learning_rate": 1.7711111111111113e-05,
|
| 881 |
+
"loss": 14.9645,
|
| 882 |
+
"mean_token_accuracy": 0.7687592633068562,
|
| 883 |
+
"num_tokens": 20190600.0,
|
| 884 |
+
"step": 610
|
| 885 |
+
},
|
| 886 |
+
{
|
| 887 |
+
"entropy": 0.9438869334757328,
|
| 888 |
+
"epoch": 0.992,
|
| 889 |
+
"grad_norm": 18.625,
|
| 890 |
+
"learning_rate": 1.763703703703704e-05,
|
| 891 |
+
"loss": 15.1663,
|
| 892 |
+
"mean_token_accuracy": 0.765958558395505,
|
| 893 |
+
"num_tokens": 20518014.0,
|
| 894 |
+
"step": 620
|
| 895 |
+
},
|
| 896 |
+
{
|
| 897 |
+
"entropy": 0.9152817223221064,
|
| 898 |
+
"epoch": 1.008,
|
| 899 |
+
"grad_norm": 17.0,
|
| 900 |
+
"learning_rate": 1.7562962962962962e-05,
|
| 901 |
+
"loss": 14.5949,
|
| 902 |
+
"mean_token_accuracy": 0.7715727590024472,
|
| 903 |
+
"num_tokens": 20859215.0,
|
| 904 |
+
"step": 630
|
| 905 |
+
},
|
| 906 |
+
{
|
| 907 |
+
"entropy": 0.9109054185450077,
|
| 908 |
+
"epoch": 1.024,
|
| 909 |
+
"grad_norm": 18.0,
|
| 910 |
+
"learning_rate": 1.7488888888888892e-05,
|
| 911 |
+
"loss": 14.683,
|
| 912 |
+
"mean_token_accuracy": 0.7712803717702628,
|
| 913 |
+
"num_tokens": 21186658.0,
|
| 914 |
+
"step": 640
|
| 915 |
+
},
|
| 916 |
+
{
|
| 917 |
+
"entropy": 0.9192747503519059,
|
| 918 |
+
"epoch": 1.04,
|
| 919 |
+
"grad_norm": 17.375,
|
| 920 |
+
"learning_rate": 1.7414814814814815e-05,
|
| 921 |
+
"loss": 14.7149,
|
| 922 |
+
"mean_token_accuracy": 0.7704985976219177,
|
| 923 |
+
"num_tokens": 21517237.0,
|
| 924 |
+
"step": 650
|
| 925 |
+
},
|
| 926 |
+
{
|
| 927 |
+
"entropy": 0.8997716940939426,
|
| 928 |
+
"epoch": 1.056,
|
| 929 |
+
"grad_norm": 18.5,
|
| 930 |
+
"learning_rate": 1.7340740740740742e-05,
|
| 931 |
+
"loss": 14.4443,
|
| 932 |
+
"mean_token_accuracy": 0.7745653819292784,
|
| 933 |
+
"num_tokens": 21852528.0,
|
| 934 |
+
"step": 660
|
| 935 |
+
},
|
| 936 |
+
{
|
| 937 |
+
"entropy": 0.9201500467956066,
|
| 938 |
+
"epoch": 1.072,
|
| 939 |
+
"grad_norm": 16.375,
|
| 940 |
+
"learning_rate": 1.726666666666667e-05,
|
| 941 |
+
"loss": 14.7404,
|
| 942 |
+
"mean_token_accuracy": 0.7707031384110451,
|
| 943 |
+
"num_tokens": 22192380.0,
|
| 944 |
+
"step": 670
|
| 945 |
+
},
|
| 946 |
+
{
|
| 947 |
+
"entropy": 0.9155960086733103,
|
| 948 |
+
"epoch": 1.088,
|
| 949 |
+
"grad_norm": 20.0,
|
| 950 |
+
"learning_rate": 1.7192592592592595e-05,
|
| 951 |
+
"loss": 14.6895,
|
| 952 |
+
"mean_token_accuracy": 0.771490203589201,
|
| 953 |
+
"num_tokens": 22517971.0,
|
| 954 |
+
"step": 680
|
| 955 |
+
},
|
| 956 |
+
{
|
| 957 |
+
"entropy": 0.8976538371294737,
|
| 958 |
+
"epoch": 1.104,
|
| 959 |
+
"grad_norm": 16.625,
|
| 960 |
+
"learning_rate": 1.711851851851852e-05,
|
| 961 |
+
"loss": 14.4464,
|
| 962 |
+
"mean_token_accuracy": 0.7735383935272694,
|
| 963 |
+
"num_tokens": 22848694.0,
|
| 964 |
+
"step": 690
|
| 965 |
+
},
|
| 966 |
+
{
|
| 967 |
+
"entropy": 0.9162428434938192,
|
| 968 |
+
"epoch": 1.12,
|
| 969 |
+
"grad_norm": 17.5,
|
| 970 |
+
"learning_rate": 1.7044444444444445e-05,
|
| 971 |
+
"loss": 14.7282,
|
| 972 |
+
"mean_token_accuracy": 0.7701425358653069,
|
| 973 |
+
"num_tokens": 23183889.0,
|
| 974 |
+
"step": 700
|
| 975 |
+
},
|
| 976 |
+
{
|
| 977 |
+
"epoch": 1.12,
|
| 978 |
+
"eval_biology_entropy": 2.7417425537109374,
|
| 979 |
+
"eval_biology_loss": 3.198380947113037,
|
| 980 |
+
"eval_biology_mean_token_accuracy": 0.46923186993598937,
|
| 981 |
+
"eval_biology_num_tokens": 23183889.0,
|
| 982 |
+
"eval_biology_runtime": 49.9576,
|
| 983 |
+
"eval_biology_samples_per_second": 10.008,
|
| 984 |
+
"eval_biology_steps_per_second": 2.502,
|
| 985 |
+
"step": 700
|
| 986 |
+
},
|
| 987 |
+
{
|
| 988 |
+
"epoch": 1.12,
|
| 989 |
+
"eval_chemistry_entropy": 1.3224085516929627,
|
| 990 |
+
"eval_chemistry_loss": 1.3783864974975586,
|
| 991 |
+
"eval_chemistry_mean_token_accuracy": 0.6928294057846069,
|
| 992 |
+
"eval_chemistry_num_tokens": 23183889.0,
|
| 993 |
+
"eval_chemistry_runtime": 62.3468,
|
| 994 |
+
"eval_chemistry_samples_per_second": 8.02,
|
| 995 |
+
"eval_chemistry_steps_per_second": 2.005,
|
| 996 |
+
"step": 700
|
| 997 |
+
},
|
| 998 |
+
{
|
| 999 |
+
"epoch": 1.12,
|
| 1000 |
+
"eval_math_entropy": 0.9974914565086365,
|
| 1001 |
+
"eval_math_loss": 1.2118620872497559,
|
| 1002 |
+
"eval_math_mean_token_accuracy": 0.7289316186904907,
|
| 1003 |
+
"eval_math_num_tokens": 23183889.0,
|
| 1004 |
+
"eval_math_runtime": 63.342,
|
| 1005 |
+
"eval_math_samples_per_second": 7.894,
|
| 1006 |
+
"eval_math_steps_per_second": 1.973,
|
| 1007 |
+
"step": 700
|
| 1008 |
+
},
|
| 1009 |
+
{
|
| 1010 |
+
"epoch": 1.12,
|
| 1011 |
+
"eval_physics_entropy": 0.9341713042259217,
|
| 1012 |
+
"eval_physics_loss": 0.9430394172668457,
|
| 1013 |
+
"eval_physics_mean_token_accuracy": 0.7666752815246582,
|
| 1014 |
+
"eval_physics_num_tokens": 23183889.0,
|
| 1015 |
+
"eval_physics_runtime": 72.1566,
|
| 1016 |
+
"eval_physics_samples_per_second": 6.929,
|
| 1017 |
+
"eval_physics_steps_per_second": 1.732,
|
| 1018 |
+
"step": 700
|
| 1019 |
+
},
|
| 1020 |
+
{
|
| 1021 |
+
"entropy": 0.8717782899737359,
|
| 1022 |
+
"epoch": 1.1360000000000001,
|
| 1023 |
+
"grad_norm": 15.9375,
|
| 1024 |
+
"learning_rate": 1.697037037037037e-05,
|
| 1025 |
+
"loss": 14.027,
|
| 1026 |
+
"mean_token_accuracy": 0.7789868891239167,
|
| 1027 |
+
"num_tokens": 23523903.0,
|
| 1028 |
+
"step": 710
|
| 1029 |
+
},
|
| 1030 |
+
{
|
| 1031 |
+
"entropy": 0.9066614583134651,
|
| 1032 |
+
"epoch": 1.152,
|
| 1033 |
+
"grad_norm": 20.0,
|
| 1034 |
+
"learning_rate": 1.6896296296296298e-05,
|
| 1035 |
+
"loss": 14.5252,
|
| 1036 |
+
"mean_token_accuracy": 0.7747723516076803,
|
| 1037 |
+
"num_tokens": 23848848.0,
|
| 1038 |
+
"step": 720
|
| 1039 |
+
},
|
| 1040 |
+
{
|
| 1041 |
+
"entropy": 0.9192185271531343,
|
| 1042 |
+
"epoch": 1.168,
|
| 1043 |
+
"grad_norm": 19.0,
|
| 1044 |
+
"learning_rate": 1.6822222222222224e-05,
|
| 1045 |
+
"loss": 14.6797,
|
| 1046 |
+
"mean_token_accuracy": 0.7702812351286411,
|
| 1047 |
+
"num_tokens": 24174589.0,
|
| 1048 |
+
"step": 730
|
| 1049 |
+
},
|
| 1050 |
+
{
|
| 1051 |
+
"entropy": 0.8968648243695497,
|
| 1052 |
+
"epoch": 1.184,
|
| 1053 |
+
"grad_norm": 19.25,
|
| 1054 |
+
"learning_rate": 1.6748148148148147e-05,
|
| 1055 |
+
"loss": 14.4441,
|
| 1056 |
+
"mean_token_accuracy": 0.7734088286757469,
|
| 1057 |
+
"num_tokens": 24495981.0,
|
| 1058 |
+
"step": 740
|
| 1059 |
+
},
|
| 1060 |
+
{
|
| 1061 |
+
"entropy": 0.8798596655949951,
|
| 1062 |
+
"epoch": 1.2,
|
| 1063 |
+
"grad_norm": 18.625,
|
| 1064 |
+
"learning_rate": 1.6674074074074077e-05,
|
| 1065 |
+
"loss": 14.2088,
|
| 1066 |
+
"mean_token_accuracy": 0.7773797914385796,
|
| 1067 |
+
"num_tokens": 24826245.0,
|
| 1068 |
+
"step": 750
|
| 1069 |
+
},
|
| 1070 |
+
{
|
| 1071 |
+
"entropy": 0.9085365436971188,
|
| 1072 |
+
"epoch": 1.216,
|
| 1073 |
+
"grad_norm": 23.625,
|
| 1074 |
+
"learning_rate": 1.66e-05,
|
| 1075 |
+
"loss": 14.5158,
|
| 1076 |
+
"mean_token_accuracy": 0.7717528346925974,
|
| 1077 |
+
"num_tokens": 25147775.0,
|
| 1078 |
+
"step": 760
|
| 1079 |
+
},
|
| 1080 |
+
{
|
| 1081 |
+
"entropy": 0.8942177969962358,
|
| 1082 |
+
"epoch": 1.232,
|
| 1083 |
+
"grad_norm": 19.375,
|
| 1084 |
+
"learning_rate": 1.6525925925925927e-05,
|
| 1085 |
+
"loss": 14.35,
|
| 1086 |
+
"mean_token_accuracy": 0.7760623764246702,
|
| 1087 |
+
"num_tokens": 25480033.0,
|
| 1088 |
+
"step": 770
|
| 1089 |
+
},
|
| 1090 |
+
{
|
| 1091 |
+
"entropy": 0.8957445651292801,
|
| 1092 |
+
"epoch": 1.248,
|
| 1093 |
+
"grad_norm": 19.625,
|
| 1094 |
+
"learning_rate": 1.6451851851851853e-05,
|
| 1095 |
+
"loss": 14.3489,
|
| 1096 |
+
"mean_token_accuracy": 0.7746611826121808,
|
| 1097 |
+
"num_tokens": 25811978.0,
|
| 1098 |
+
"step": 780
|
| 1099 |
+
},
|
| 1100 |
+
{
|
| 1101 |
+
"entropy": 0.8850473642349244,
|
| 1102 |
+
"epoch": 1.264,
|
| 1103 |
+
"grad_norm": 19.375,
|
| 1104 |
+
"learning_rate": 1.637777777777778e-05,
|
| 1105 |
+
"loss": 14.2639,
|
| 1106 |
+
"mean_token_accuracy": 0.7760811734944582,
|
| 1107 |
+
"num_tokens": 26146299.0,
|
| 1108 |
+
"step": 790
|
| 1109 |
+
},
|
| 1110 |
+
{
|
| 1111 |
+
"entropy": 0.9187131529673934,
|
| 1112 |
+
"epoch": 1.28,
|
| 1113 |
+
"grad_norm": 18.875,
|
| 1114 |
+
"learning_rate": 1.6303703703703706e-05,
|
| 1115 |
+
"loss": 14.7971,
|
| 1116 |
+
"mean_token_accuracy": 0.7688343476504087,
|
| 1117 |
+
"num_tokens": 26478207.0,
|
| 1118 |
+
"step": 800
|
| 1119 |
+
},
|
| 1120 |
+
{
|
| 1121 |
+
"epoch": 1.28,
|
| 1122 |
+
"eval_biology_entropy": 2.7373362789154054,
|
| 1123 |
+
"eval_biology_loss": 3.2188053131103516,
|
| 1124 |
+
"eval_biology_mean_token_accuracy": 0.4715359935760498,
|
| 1125 |
+
"eval_biology_num_tokens": 26478207.0,
|
| 1126 |
+
"eval_biology_runtime": 49.8242,
|
| 1127 |
+
"eval_biology_samples_per_second": 10.035,
|
| 1128 |
+
"eval_biology_steps_per_second": 2.509,
|
| 1129 |
+
"step": 800
|
| 1130 |
+
},
|
| 1131 |
+
{
|
| 1132 |
+
"epoch": 1.28,
|
| 1133 |
+
"eval_chemistry_entropy": 1.2954678382873535,
|
| 1134 |
+
"eval_chemistry_loss": 1.3689188957214355,
|
| 1135 |
+
"eval_chemistry_mean_token_accuracy": 0.6956489958763122,
|
| 1136 |
+
"eval_chemistry_num_tokens": 26478207.0,
|
| 1137 |
+
"eval_chemistry_runtime": 61.7443,
|
| 1138 |
+
"eval_chemistry_samples_per_second": 8.098,
|
| 1139 |
+
"eval_chemistry_steps_per_second": 2.024,
|
| 1140 |
+
"step": 800
|
| 1141 |
+
},
|
| 1142 |
+
{
|
| 1143 |
+
"epoch": 1.28,
|
| 1144 |
+
"eval_math_entropy": 0.9856116833686829,
|
| 1145 |
+
"eval_math_loss": 1.2060915231704712,
|
| 1146 |
+
"eval_math_mean_token_accuracy": 0.7302432260513305,
|
| 1147 |
+
"eval_math_num_tokens": 26478207.0,
|
| 1148 |
+
"eval_math_runtime": 63.311,
|
| 1149 |
+
"eval_math_samples_per_second": 7.898,
|
| 1150 |
+
"eval_math_steps_per_second": 1.974,
|
| 1151 |
+
"step": 800
|
| 1152 |
+
},
|
| 1153 |
+
{
|
| 1154 |
+
"epoch": 1.28,
|
| 1155 |
+
"eval_physics_entropy": 0.9129857659339905,
|
| 1156 |
+
"eval_physics_loss": 0.9318634271621704,
|
| 1157 |
+
"eval_physics_mean_token_accuracy": 0.7681499900817871,
|
| 1158 |
+
"eval_physics_num_tokens": 26478207.0,
|
| 1159 |
+
"eval_physics_runtime": 72.1104,
|
| 1160 |
+
"eval_physics_samples_per_second": 6.934,
|
| 1161 |
+
"eval_physics_steps_per_second": 1.733,
|
| 1162 |
+
"step": 800
|
| 1163 |
+
},
|
| 1164 |
+
{
|
| 1165 |
+
"entropy": 0.8775971475988626,
|
| 1166 |
+
"epoch": 1.296,
|
| 1167 |
+
"grad_norm": 19.625,
|
| 1168 |
+
"learning_rate": 1.622962962962963e-05,
|
| 1169 |
+
"loss": 14.0996,
|
| 1170 |
+
"mean_token_accuracy": 0.7783409550786018,
|
| 1171 |
+
"num_tokens": 26806477.0,
|
| 1172 |
+
"step": 810
|
| 1173 |
+
},
|
| 1174 |
+
{
|
| 1175 |
+
"entropy": 0.9151829794049263,
|
| 1176 |
+
"epoch": 1.312,
|
| 1177 |
+
"grad_norm": 20.125,
|
| 1178 |
+
"learning_rate": 1.6155555555555556e-05,
|
| 1179 |
+
"loss": 14.6154,
|
| 1180 |
+
"mean_token_accuracy": 0.7715053271502257,
|
| 1181 |
+
"num_tokens": 27137528.0,
|
| 1182 |
+
"step": 820
|
| 1183 |
+
},
|
| 1184 |
+
{
|
| 1185 |
+
"entropy": 0.8893604565411806,
|
| 1186 |
+
"epoch": 1.328,
|
| 1187 |
+
"grad_norm": 21.375,
|
| 1188 |
+
"learning_rate": 1.6081481481481482e-05,
|
| 1189 |
+
"loss": 14.3336,
|
| 1190 |
+
"mean_token_accuracy": 0.7749421369284392,
|
| 1191 |
+
"num_tokens": 27465859.0,
|
| 1192 |
+
"step": 830
|
| 1193 |
+
},
|
| 1194 |
+
{
|
| 1195 |
+
"entropy": 0.9043792076408863,
|
| 1196 |
+
"epoch": 1.3439999999999999,
|
| 1197 |
+
"grad_norm": 20.25,
|
| 1198 |
+
"learning_rate": 1.600740740740741e-05,
|
| 1199 |
+
"loss": 14.5396,
|
| 1200 |
+
"mean_token_accuracy": 0.7718299012631178,
|
| 1201 |
+
"num_tokens": 27795568.0,
|
| 1202 |
+
"step": 840
|
| 1203 |
+
},
|
| 1204 |
+
{
|
| 1205 |
+
"entropy": 0.8975318446755409,
|
| 1206 |
+
"epoch": 1.3599999999999999,
|
| 1207 |
+
"grad_norm": 18.75,
|
| 1208 |
+
"learning_rate": 1.5933333333333336e-05,
|
| 1209 |
+
"loss": 14.4516,
|
| 1210 |
+
"mean_token_accuracy": 0.7730446238070726,
|
| 1211 |
+
"num_tokens": 28129988.0,
|
| 1212 |
+
"step": 850
|
| 1213 |
+
},
|
| 1214 |
+
{
|
| 1215 |
+
"entropy": 0.894953028857708,
|
| 1216 |
+
"epoch": 1.376,
|
| 1217 |
+
"grad_norm": 20.625,
|
| 1218 |
+
"learning_rate": 1.5859259259259262e-05,
|
| 1219 |
+
"loss": 14.2654,
|
| 1220 |
+
"mean_token_accuracy": 0.7754011388868094,
|
| 1221 |
+
"num_tokens": 28465903.0,
|
| 1222 |
+
"step": 860
|
| 1223 |
+
},
|
| 1224 |
+
{
|
| 1225 |
+
"entropy": 0.8700921148061752,
|
| 1226 |
+
"epoch": 1.392,
|
| 1227 |
+
"grad_norm": 19.875,
|
| 1228 |
+
"learning_rate": 1.5785185185185185e-05,
|
| 1229 |
+
"loss": 13.9603,
|
| 1230 |
+
"mean_token_accuracy": 0.7800745751708746,
|
| 1231 |
+
"num_tokens": 28801554.0,
|
| 1232 |
+
"step": 870
|
| 1233 |
+
},
|
| 1234 |
+
{
|
| 1235 |
+
"entropy": 0.8798988396301866,
|
| 1236 |
+
"epoch": 1.408,
|
| 1237 |
+
"grad_norm": 18.75,
|
| 1238 |
+
"learning_rate": 1.571111111111111e-05,
|
| 1239 |
+
"loss": 14.1608,
|
| 1240 |
+
"mean_token_accuracy": 0.7768289878964424,
|
| 1241 |
+
"num_tokens": 29125114.0,
|
| 1242 |
+
"step": 880
|
| 1243 |
+
},
|
| 1244 |
+
{
|
| 1245 |
+
"entropy": 0.9143678206950426,
|
| 1246 |
+
"epoch": 1.424,
|
| 1247 |
+
"grad_norm": 17.875,
|
| 1248 |
+
"learning_rate": 1.5637037037037038e-05,
|
| 1249 |
+
"loss": 14.7235,
|
| 1250 |
+
"mean_token_accuracy": 0.7692738968878985,
|
| 1251 |
+
"num_tokens": 29454334.0,
|
| 1252 |
+
"step": 890
|
| 1253 |
+
},
|
| 1254 |
+
{
|
| 1255 |
+
"entropy": 0.8575869327411055,
|
| 1256 |
+
"epoch": 1.44,
|
| 1257 |
+
"grad_norm": 17.75,
|
| 1258 |
+
"learning_rate": 1.5562962962962965e-05,
|
| 1259 |
+
"loss": 13.7841,
|
| 1260 |
+
"mean_token_accuracy": 0.7813448339700699,
|
| 1261 |
+
"num_tokens": 29789253.0,
|
| 1262 |
+
"step": 900
|
| 1263 |
+
},
|
| 1264 |
+
{
|
| 1265 |
+
"epoch": 1.44,
|
| 1266 |
+
"eval_biology_entropy": 2.765932272911072,
|
| 1267 |
+
"eval_biology_loss": 3.186239242553711,
|
| 1268 |
+
"eval_biology_mean_token_accuracy": 0.4713315246105194,
|
| 1269 |
+
"eval_biology_num_tokens": 29789253.0,
|
| 1270 |
+
"eval_biology_runtime": 49.9865,
|
| 1271 |
+
"eval_biology_samples_per_second": 10.003,
|
| 1272 |
+
"eval_biology_steps_per_second": 2.501,
|
| 1273 |
+
"step": 900
|
| 1274 |
+
},
|
| 1275 |
+
{
|
| 1276 |
+
"epoch": 1.44,
|
| 1277 |
+
"eval_chemistry_entropy": 1.293758502960205,
|
| 1278 |
+
"eval_chemistry_loss": 1.3550570011138916,
|
| 1279 |
+
"eval_chemistry_mean_token_accuracy": 0.6970094337463378,
|
| 1280 |
+
"eval_chemistry_num_tokens": 29789253.0,
|
| 1281 |
+
"eval_chemistry_runtime": 61.9517,
|
| 1282 |
+
"eval_chemistry_samples_per_second": 8.071,
|
| 1283 |
+
"eval_chemistry_steps_per_second": 2.018,
|
| 1284 |
+
"step": 900
|
| 1285 |
+
},
|
| 1286 |
+
{
|
| 1287 |
+
"epoch": 1.44,
|
| 1288 |
+
"eval_math_entropy": 0.9867032241821289,
|
| 1289 |
+
"eval_math_loss": 1.201257348060608,
|
| 1290 |
+
"eval_math_mean_token_accuracy": 0.7303560256958008,
|
| 1291 |
+
"eval_math_num_tokens": 29789253.0,
|
| 1292 |
+
"eval_math_runtime": 63.5245,
|
| 1293 |
+
"eval_math_samples_per_second": 7.871,
|
| 1294 |
+
"eval_math_steps_per_second": 1.968,
|
| 1295 |
+
"step": 900
|
| 1296 |
+
},
|
| 1297 |
+
{
|
| 1298 |
+
"epoch": 1.44,
|
| 1299 |
+
"eval_physics_entropy": 0.9099465346336365,
|
| 1300 |
+
"eval_physics_loss": 0.9209814071655273,
|
| 1301 |
+
"eval_physics_mean_token_accuracy": 0.7701499495506287,
|
| 1302 |
+
"eval_physics_num_tokens": 29789253.0,
|
| 1303 |
+
"eval_physics_runtime": 72.3521,
|
| 1304 |
+
"eval_physics_samples_per_second": 6.911,
|
| 1305 |
+
"eval_physics_steps_per_second": 1.728,
|
| 1306 |
+
"step": 900
|
| 1307 |
+
},
|
| 1308 |
+
{
|
| 1309 |
+
"entropy": 0.8655804365873336,
|
| 1310 |
+
"epoch": 1.456,
|
| 1311 |
+
"grad_norm": 15.875,
|
| 1312 |
+
"learning_rate": 1.548888888888889e-05,
|
| 1313 |
+
"loss": 13.9105,
|
| 1314 |
+
"mean_token_accuracy": 0.7815111551433802,
|
| 1315 |
+
"num_tokens": 30128576.0,
|
| 1316 |
+
"step": 910
|
| 1317 |
+
},
|
| 1318 |
+
{
|
| 1319 |
+
"entropy": 0.9171438716351986,
|
| 1320 |
+
"epoch": 1.472,
|
| 1321 |
+
"grad_norm": 20.375,
|
| 1322 |
+
"learning_rate": 1.5414814814814814e-05,
|
| 1323 |
+
"loss": 14.7757,
|
| 1324 |
+
"mean_token_accuracy": 0.7698528375476599,
|
| 1325 |
+
"num_tokens": 30452719.0,
|
| 1326 |
+
"step": 920
|
| 1327 |
+
},
|
| 1328 |
+
{
|
| 1329 |
+
"entropy": 0.8968168456107378,
|
| 1330 |
+
"epoch": 1.488,
|
| 1331 |
+
"grad_norm": 18.375,
|
| 1332 |
+
"learning_rate": 1.5340740740740744e-05,
|
| 1333 |
+
"loss": 14.385,
|
| 1334 |
+
"mean_token_accuracy": 0.7741949297487736,
|
| 1335 |
+
"num_tokens": 30782343.0,
|
| 1336 |
+
"step": 930
|
| 1337 |
+
},
|
| 1338 |
+
{
|
| 1339 |
+
"entropy": 0.8784723855555058,
|
| 1340 |
+
"epoch": 1.504,
|
| 1341 |
+
"grad_norm": 16.875,
|
| 1342 |
+
"learning_rate": 1.5266666666666667e-05,
|
| 1343 |
+
"loss": 14.0301,
|
| 1344 |
+
"mean_token_accuracy": 0.7789344146847725,
|
| 1345 |
+
"num_tokens": 31113238.0,
|
| 1346 |
+
"step": 940
|
| 1347 |
+
},
|
| 1348 |
+
{
|
| 1349 |
+
"entropy": 0.8974394641816617,
|
| 1350 |
+
"epoch": 1.52,
|
| 1351 |
+
"grad_norm": 18.875,
|
| 1352 |
+
"learning_rate": 1.5192592592592594e-05,
|
| 1353 |
+
"loss": 14.3838,
|
| 1354 |
+
"mean_token_accuracy": 0.7739370841532945,
|
| 1355 |
+
"num_tokens": 31444589.0,
|
| 1356 |
+
"step": 950
|
| 1357 |
+
},
|
| 1358 |
+
{
|
| 1359 |
+
"entropy": 0.8973223175853491,
|
| 1360 |
+
"epoch": 1.536,
|
| 1361 |
+
"grad_norm": 20.625,
|
| 1362 |
+
"learning_rate": 1.5118518518518519e-05,
|
| 1363 |
+
"loss": 14.4894,
|
| 1364 |
+
"mean_token_accuracy": 0.7721214085817337,
|
| 1365 |
+
"num_tokens": 31774137.0,
|
| 1366 |
+
"step": 960
|
| 1367 |
+
},
|
| 1368 |
+
{
|
| 1369 |
+
"entropy": 0.8697954054921866,
|
| 1370 |
+
"epoch": 1.552,
|
| 1371 |
+
"grad_norm": 19.375,
|
| 1372 |
+
"learning_rate": 1.5044444444444445e-05,
|
| 1373 |
+
"loss": 13.8974,
|
| 1374 |
+
"mean_token_accuracy": 0.78069927431643,
|
| 1375 |
+
"num_tokens": 32101776.0,
|
| 1376 |
+
"step": 970
|
| 1377 |
+
},
|
| 1378 |
+
{
|
| 1379 |
+
"entropy": 0.8705245990306139,
|
| 1380 |
+
"epoch": 1.568,
|
| 1381 |
+
"grad_norm": 19.125,
|
| 1382 |
+
"learning_rate": 1.497037037037037e-05,
|
| 1383 |
+
"loss": 13.979,
|
| 1384 |
+
"mean_token_accuracy": 0.7797447606921196,
|
| 1385 |
+
"num_tokens": 32428021.0,
|
| 1386 |
+
"step": 980
|
| 1387 |
+
},
|
| 1388 |
+
{
|
| 1389 |
+
"entropy": 0.8989604346454143,
|
| 1390 |
+
"epoch": 1.584,
|
| 1391 |
+
"grad_norm": 18.375,
|
| 1392 |
+
"learning_rate": 1.4896296296296298e-05,
|
| 1393 |
+
"loss": 14.4829,
|
| 1394 |
+
"mean_token_accuracy": 0.7704301360994578,
|
| 1395 |
+
"num_tokens": 32752735.0,
|
| 1396 |
+
"step": 990
|
| 1397 |
+
},
|
| 1398 |
+
{
|
| 1399 |
+
"entropy": 0.8908115413039923,
|
| 1400 |
+
"epoch": 1.6,
|
| 1401 |
+
"grad_norm": 17.75,
|
| 1402 |
+
"learning_rate": 1.4822222222222225e-05,
|
| 1403 |
+
"loss": 14.2986,
|
| 1404 |
+
"mean_token_accuracy": 0.7751044664531946,
|
| 1405 |
+
"num_tokens": 33075822.0,
|
| 1406 |
+
"step": 1000
|
| 1407 |
+
},
|
| 1408 |
+
{
|
| 1409 |
+
"epoch": 1.6,
|
| 1410 |
+
"eval_biology_entropy": 2.702871771812439,
|
| 1411 |
+
"eval_biology_loss": 3.161149501800537,
|
| 1412 |
+
"eval_biology_mean_token_accuracy": 0.47477258658409116,
|
| 1413 |
+
"eval_biology_num_tokens": 33075822.0,
|
| 1414 |
+
"eval_biology_runtime": 50.0794,
|
| 1415 |
+
"eval_biology_samples_per_second": 9.984,
|
| 1416 |
+
"eval_biology_steps_per_second": 2.496,
|
| 1417 |
+
"step": 1000
|
| 1418 |
+
},
|
| 1419 |
+
{
|
| 1420 |
+
"epoch": 1.6,
|
| 1421 |
+
"eval_chemistry_entropy": 1.265580331325531,
|
| 1422 |
+
"eval_chemistry_loss": 1.3501311540603638,
|
| 1423 |
+
"eval_chemistry_mean_token_accuracy": 0.6981884994506836,
|
| 1424 |
+
"eval_chemistry_num_tokens": 33075822.0,
|
| 1425 |
+
"eval_chemistry_runtime": 61.4474,
|
| 1426 |
+
"eval_chemistry_samples_per_second": 8.137,
|
| 1427 |
+
"eval_chemistry_steps_per_second": 2.034,
|
| 1428 |
+
"step": 1000
|
| 1429 |
+
},
|
| 1430 |
+
{
|
| 1431 |
+
"epoch": 1.6,
|
| 1432 |
+
"eval_math_entropy": 0.9701343817710877,
|
| 1433 |
+
"eval_math_loss": 1.2001285552978516,
|
| 1434 |
+
"eval_math_mean_token_accuracy": 0.7312138648033142,
|
| 1435 |
+
"eval_math_num_tokens": 33075822.0,
|
| 1436 |
+
"eval_math_runtime": 63.2376,
|
| 1437 |
+
"eval_math_samples_per_second": 7.907,
|
| 1438 |
+
"eval_math_steps_per_second": 1.977,
|
| 1439 |
+
"step": 1000
|
| 1440 |
+
},
|
| 1441 |
+
{
|
| 1442 |
+
"epoch": 1.6,
|
| 1443 |
+
"eval_physics_entropy": 0.8882069087028504,
|
| 1444 |
+
"eval_physics_loss": 0.9141198992729187,
|
| 1445 |
+
"eval_physics_mean_token_accuracy": 0.7712050895690918,
|
| 1446 |
+
"eval_physics_num_tokens": 33075822.0,
|
| 1447 |
+
"eval_physics_runtime": 72.1374,
|
| 1448 |
+
"eval_physics_samples_per_second": 6.931,
|
| 1449 |
+
"eval_physics_steps_per_second": 1.733,
|
| 1450 |
+
"step": 1000
|
| 1451 |
+
},
|
| 1452 |
+
{
|
| 1453 |
+
"entropy": 0.852231327816844,
|
| 1454 |
+
"epoch": 1.616,
|
| 1455 |
+
"grad_norm": 19.5,
|
| 1456 |
+
"learning_rate": 1.474814814814815e-05,
|
| 1457 |
+
"loss": 13.7455,
|
| 1458 |
+
"mean_token_accuracy": 0.7828571233898401,
|
| 1459 |
+
"num_tokens": 33411850.0,
|
| 1460 |
+
"step": 1010
|
| 1461 |
+
},
|
| 1462 |
+
{
|
| 1463 |
+
"entropy": 0.8694836173206568,
|
| 1464 |
+
"epoch": 1.6320000000000001,
|
| 1465 |
+
"grad_norm": 19.375,
|
| 1466 |
+
"learning_rate": 1.4674074074074076e-05,
|
| 1467 |
+
"loss": 13.9574,
|
| 1468 |
+
"mean_token_accuracy": 0.7792858675122261,
|
| 1469 |
+
"num_tokens": 33739456.0,
|
| 1470 |
+
"step": 1020
|
| 1471 |
+
},
|
| 1472 |
+
{
|
| 1473 |
+
"entropy": 0.8416479125618934,
|
| 1474 |
+
"epoch": 1.6480000000000001,
|
| 1475 |
+
"grad_norm": 18.375,
|
| 1476 |
+
"learning_rate": 1.46e-05,
|
| 1477 |
+
"loss": 13.4841,
|
| 1478 |
+
"mean_token_accuracy": 0.7848905235528946,
|
| 1479 |
+
"num_tokens": 34072022.0,
|
| 1480 |
+
"step": 1030
|
| 1481 |
+
},
|
| 1482 |
+
{
|
| 1483 |
+
"entropy": 0.8727968029677868,
|
| 1484 |
+
"epoch": 1.6640000000000001,
|
| 1485 |
+
"grad_norm": 20.875,
|
| 1486 |
+
"learning_rate": 1.4525925925925927e-05,
|
| 1487 |
+
"loss": 13.9919,
|
| 1488 |
+
"mean_token_accuracy": 0.7798548869788646,
|
| 1489 |
+
"num_tokens": 34398959.0,
|
| 1490 |
+
"step": 1040
|
| 1491 |
+
},
|
| 1492 |
+
{
|
| 1493 |
+
"entropy": 0.8499273512512445,
|
| 1494 |
+
"epoch": 1.6800000000000002,
|
| 1495 |
+
"grad_norm": 17.875,
|
| 1496 |
+
"learning_rate": 1.4451851851851852e-05,
|
| 1497 |
+
"loss": 13.7693,
|
| 1498 |
+
"mean_token_accuracy": 0.7817482702434063,
|
| 1499 |
+
"num_tokens": 34732284.0,
|
| 1500 |
+
"step": 1050
|
| 1501 |
+
},
|
| 1502 |
+
{
|
| 1503 |
+
"entropy": 0.8752633452415466,
|
| 1504 |
+
"epoch": 1.696,
|
| 1505 |
+
"grad_norm": 19.25,
|
| 1506 |
+
"learning_rate": 1.4377777777777779e-05,
|
| 1507 |
+
"loss": 13.9838,
|
| 1508 |
+
"mean_token_accuracy": 0.7789037089794875,
|
| 1509 |
+
"num_tokens": 35053712.0,
|
| 1510 |
+
"step": 1060
|
| 1511 |
+
},
|
| 1512 |
+
{
|
| 1513 |
+
"entropy": 0.8853001151233911,
|
| 1514 |
+
"epoch": 1.712,
|
| 1515 |
+
"grad_norm": 20.0,
|
| 1516 |
+
"learning_rate": 1.4303703703703703e-05,
|
| 1517 |
+
"loss": 14.2107,
|
| 1518 |
+
"mean_token_accuracy": 0.7755775731056929,
|
| 1519 |
+
"num_tokens": 35393088.0,
|
| 1520 |
+
"step": 1070
|
| 1521 |
+
},
|
| 1522 |
+
{
|
| 1523 |
+
"entropy": 0.8599673572927713,
|
| 1524 |
+
"epoch": 1.728,
|
| 1525 |
+
"grad_norm": 18.5,
|
| 1526 |
+
"learning_rate": 1.4229629629629632e-05,
|
| 1527 |
+
"loss": 13.8371,
|
| 1528 |
+
"mean_token_accuracy": 0.7809670843183995,
|
| 1529 |
+
"num_tokens": 35729007.0,
|
| 1530 |
+
"step": 1080
|
| 1531 |
+
},
|
| 1532 |
+
{
|
| 1533 |
+
"entropy": 0.867702866345644,
|
| 1534 |
+
"epoch": 1.744,
|
| 1535 |
+
"grad_norm": 19.125,
|
| 1536 |
+
"learning_rate": 1.4155555555555556e-05,
|
| 1537 |
+
"loss": 13.9299,
|
| 1538 |
+
"mean_token_accuracy": 0.7801329270005226,
|
| 1539 |
+
"num_tokens": 36072489.0,
|
| 1540 |
+
"step": 1090
|
| 1541 |
+
},
|
| 1542 |
+
{
|
| 1543 |
+
"entropy": 0.8642092518508434,
|
| 1544 |
+
"epoch": 1.76,
|
| 1545 |
+
"grad_norm": 18.625,
|
| 1546 |
+
"learning_rate": 1.4081481481481483e-05,
|
| 1547 |
+
"loss": 13.8054,
|
| 1548 |
+
"mean_token_accuracy": 0.7801033087074757,
|
| 1549 |
+
"num_tokens": 36398285.0,
|
| 1550 |
+
"step": 1100
|
| 1551 |
+
},
|
| 1552 |
+
{
|
| 1553 |
+
"epoch": 1.76,
|
| 1554 |
+
"eval_biology_entropy": 2.676761179924011,
|
| 1555 |
+
"eval_biology_loss": 3.160200834274292,
|
| 1556 |
+
"eval_biology_mean_token_accuracy": 0.47685695719718935,
|
| 1557 |
+
"eval_biology_num_tokens": 36398285.0,
|
| 1558 |
+
"eval_biology_runtime": 49.8309,
|
| 1559 |
+
"eval_biology_samples_per_second": 10.034,
|
| 1560 |
+
"eval_biology_steps_per_second": 2.508,
|
| 1561 |
+
"step": 1100
|
| 1562 |
+
},
|
| 1563 |
+
{
|
| 1564 |
+
"epoch": 1.76,
|
| 1565 |
+
"eval_chemistry_entropy": 1.250497200012207,
|
| 1566 |
+
"eval_chemistry_loss": 1.3435908555984497,
|
| 1567 |
+
"eval_chemistry_mean_token_accuracy": 0.7001057581901551,
|
| 1568 |
+
"eval_chemistry_num_tokens": 36398285.0,
|
| 1569 |
+
"eval_chemistry_runtime": 62.0199,
|
| 1570 |
+
"eval_chemistry_samples_per_second": 8.062,
|
| 1571 |
+
"eval_chemistry_steps_per_second": 2.015,
|
| 1572 |
+
"step": 1100
|
| 1573 |
+
},
|
| 1574 |
+
{
|
| 1575 |
+
"epoch": 1.76,
|
| 1576 |
+
"eval_math_entropy": 0.9594085035324097,
|
| 1577 |
+
"eval_math_loss": 1.1948144435882568,
|
| 1578 |
+
"eval_math_mean_token_accuracy": 0.7322173299789428,
|
| 1579 |
+
"eval_math_num_tokens": 36398285.0,
|
| 1580 |
+
"eval_math_runtime": 63.3342,
|
| 1581 |
+
"eval_math_samples_per_second": 7.895,
|
| 1582 |
+
"eval_math_steps_per_second": 1.974,
|
| 1583 |
+
"step": 1100
|
| 1584 |
+
},
|
| 1585 |
+
{
|
| 1586 |
+
"epoch": 1.76,
|
| 1587 |
+
"eval_physics_entropy": 0.8774992027282715,
|
| 1588 |
+
"eval_physics_loss": 0.9080738425254822,
|
| 1589 |
+
"eval_physics_mean_token_accuracy": 0.7721537561416626,
|
| 1590 |
+
"eval_physics_num_tokens": 36398285.0,
|
| 1591 |
+
"eval_physics_runtime": 72.1564,
|
| 1592 |
+
"eval_physics_samples_per_second": 6.929,
|
| 1593 |
+
"eval_physics_steps_per_second": 1.732,
|
| 1594 |
+
"step": 1100
|
| 1595 |
+
},
|
| 1596 |
+
{
|
| 1597 |
+
"entropy": 0.895181929320097,
|
| 1598 |
+
"epoch": 1.776,
|
| 1599 |
+
"grad_norm": 19.0,
|
| 1600 |
+
"learning_rate": 1.400740740740741e-05,
|
| 1601 |
+
"loss": 14.4407,
|
| 1602 |
+
"mean_token_accuracy": 0.7728559862822294,
|
| 1603 |
+
"num_tokens": 36730479.0,
|
| 1604 |
+
"step": 1110
|
| 1605 |
+
},
|
| 1606 |
+
{
|
| 1607 |
+
"entropy": 0.8563918903470039,
|
| 1608 |
+
"epoch": 1.792,
|
| 1609 |
+
"grad_norm": 23.5,
|
| 1610 |
+
"learning_rate": 1.3933333333333334e-05,
|
| 1611 |
+
"loss": 13.803,
|
| 1612 |
+
"mean_token_accuracy": 0.7809405270963907,
|
| 1613 |
+
"num_tokens": 37057425.0,
|
| 1614 |
+
"step": 1120
|
| 1615 |
+
},
|
| 1616 |
+
{
|
| 1617 |
+
"entropy": 0.8510978795588017,
|
| 1618 |
+
"epoch": 1.808,
|
| 1619 |
+
"grad_norm": 18.875,
|
| 1620 |
+
"learning_rate": 1.385925925925926e-05,
|
| 1621 |
+
"loss": 13.6333,
|
| 1622 |
+
"mean_token_accuracy": 0.784480345249176,
|
| 1623 |
+
"num_tokens": 37395449.0,
|
| 1624 |
+
"step": 1130
|
| 1625 |
+
},
|
| 1626 |
+
{
|
| 1627 |
+
"entropy": 0.8645633378997445,
|
| 1628 |
+
"epoch": 1.8239999999999998,
|
| 1629 |
+
"grad_norm": 18.875,
|
| 1630 |
+
"learning_rate": 1.3785185185185186e-05,
|
| 1631 |
+
"loss": 13.872,
|
| 1632 |
+
"mean_token_accuracy": 0.7808197818696498,
|
| 1633 |
+
"num_tokens": 37729535.0,
|
| 1634 |
+
"step": 1140
|
| 1635 |
+
},
|
| 1636 |
+
{
|
| 1637 |
+
"entropy": 0.8631477665156126,
|
| 1638 |
+
"epoch": 1.8399999999999999,
|
| 1639 |
+
"grad_norm": 19.625,
|
| 1640 |
+
"learning_rate": 1.3711111111111112e-05,
|
| 1641 |
+
"loss": 13.8345,
|
| 1642 |
+
"mean_token_accuracy": 0.7815310817211867,
|
| 1643 |
+
"num_tokens": 38057839.0,
|
| 1644 |
+
"step": 1150
|
| 1645 |
+
},
|
| 1646 |
+
{
|
| 1647 |
+
"entropy": 0.8587682455778122,
|
| 1648 |
+
"epoch": 1.8559999999999999,
|
| 1649 |
+
"grad_norm": 18.875,
|
| 1650 |
+
"learning_rate": 1.3637037037037037e-05,
|
| 1651 |
+
"loss": 13.8867,
|
| 1652 |
+
"mean_token_accuracy": 0.780883165821433,
|
| 1653 |
+
"num_tokens": 38398033.0,
|
| 1654 |
+
"step": 1160
|
| 1655 |
+
},
|
| 1656 |
+
{
|
| 1657 |
+
"entropy": 0.859000613167882,
|
| 1658 |
+
"epoch": 1.8719999999999999,
|
| 1659 |
+
"grad_norm": 17.875,
|
| 1660 |
+
"learning_rate": 1.3562962962962965e-05,
|
| 1661 |
+
"loss": 13.7667,
|
| 1662 |
+
"mean_token_accuracy": 0.7798742011189461,
|
| 1663 |
+
"num_tokens": 38729203.0,
|
| 1664 |
+
"step": 1170
|
| 1665 |
+
},
|
| 1666 |
+
{
|
| 1667 |
+
"entropy": 0.8777886133641004,
|
| 1668 |
+
"epoch": 1.888,
|
| 1669 |
+
"grad_norm": 19.625,
|
| 1670 |
+
"learning_rate": 1.3488888888888888e-05,
|
| 1671 |
+
"loss": 14.1636,
|
| 1672 |
+
"mean_token_accuracy": 0.7765467241406441,
|
| 1673 |
+
"num_tokens": 39058791.0,
|
| 1674 |
+
"step": 1180
|
| 1675 |
+
},
|
| 1676 |
+
{
|
| 1677 |
+
"entropy": 0.8881994623690843,
|
| 1678 |
+
"epoch": 1.904,
|
| 1679 |
+
"grad_norm": 20.125,
|
| 1680 |
+
"learning_rate": 1.3414814814814817e-05,
|
| 1681 |
+
"loss": 14.3781,
|
| 1682 |
+
"mean_token_accuracy": 0.7752389151602983,
|
| 1683 |
+
"num_tokens": 39386170.0,
|
| 1684 |
+
"step": 1190
|
| 1685 |
+
},
|
| 1686 |
+
{
|
| 1687 |
+
"entropy": 0.9030840078368783,
|
| 1688 |
+
"epoch": 1.92,
|
| 1689 |
+
"grad_norm": 19.5,
|
| 1690 |
+
"learning_rate": 1.3340740740740741e-05,
|
| 1691 |
+
"loss": 14.3564,
|
| 1692 |
+
"mean_token_accuracy": 0.7748420361429453,
|
| 1693 |
+
"num_tokens": 39710381.0,
|
| 1694 |
+
"step": 1200
|
| 1695 |
+
},
|
| 1696 |
+
{
|
| 1697 |
+
"epoch": 1.92,
|
| 1698 |
+
"eval_biology_entropy": 2.697428282737732,
|
| 1699 |
+
"eval_biology_loss": 3.138005256652832,
|
| 1700 |
+
"eval_biology_mean_token_accuracy": 0.47676516604423524,
|
| 1701 |
+
"eval_biology_num_tokens": 39710381.0,
|
| 1702 |
+
"eval_biology_runtime": 49.822,
|
| 1703 |
+
"eval_biology_samples_per_second": 10.036,
|
| 1704 |
+
"eval_biology_steps_per_second": 2.509,
|
| 1705 |
+
"step": 1200
|
| 1706 |
+
},
|
| 1707 |
+
{
|
| 1708 |
+
"epoch": 1.92,
|
| 1709 |
+
"eval_chemistry_entropy": 1.2482068204879762,
|
| 1710 |
+
"eval_chemistry_loss": 1.3385791778564453,
|
| 1711 |
+
"eval_chemistry_mean_token_accuracy": 0.7002091021537781,
|
| 1712 |
+
"eval_chemistry_num_tokens": 39710381.0,
|
| 1713 |
+
"eval_chemistry_runtime": 61.7709,
|
| 1714 |
+
"eval_chemistry_samples_per_second": 8.094,
|
| 1715 |
+
"eval_chemistry_steps_per_second": 2.024,
|
| 1716 |
+
"step": 1200
|
| 1717 |
+
},
|
| 1718 |
+
{
|
| 1719 |
+
"epoch": 1.92,
|
| 1720 |
+
"eval_math_entropy": 0.9588226528167725,
|
| 1721 |
+
"eval_math_loss": 1.190582036972046,
|
| 1722 |
+
"eval_math_mean_token_accuracy": 0.7330412902832031,
|
| 1723 |
+
"eval_math_num_tokens": 39710381.0,
|
| 1724 |
+
"eval_math_runtime": 63.3698,
|
| 1725 |
+
"eval_math_samples_per_second": 7.89,
|
| 1726 |
+
"eval_math_steps_per_second": 1.973,
|
| 1727 |
+
"step": 1200
|
| 1728 |
+
},
|
| 1729 |
+
{
|
| 1730 |
+
"epoch": 1.92,
|
| 1731 |
+
"eval_physics_entropy": 0.8757374310493469,
|
| 1732 |
+
"eval_physics_loss": 0.9024468064308167,
|
| 1733 |
+
"eval_physics_mean_token_accuracy": 0.7736027889251709,
|
| 1734 |
+
"eval_physics_num_tokens": 39710381.0,
|
| 1735 |
+
"eval_physics_runtime": 72.1456,
|
| 1736 |
+
"eval_physics_samples_per_second": 6.93,
|
| 1737 |
+
"eval_physics_steps_per_second": 1.733,
|
| 1738 |
+
"step": 1200
|
| 1739 |
+
},
|
| 1740 |
+
{
|
| 1741 |
+
"entropy": 0.8624950293451548,
|
| 1742 |
+
"epoch": 1.936,
|
| 1743 |
+
"grad_norm": 19.375,
|
| 1744 |
+
"learning_rate": 1.3266666666666668e-05,
|
| 1745 |
+
"loss": 13.9438,
|
| 1746 |
+
"mean_token_accuracy": 0.7779798842966557,
|
| 1747 |
+
"num_tokens": 40043354.0,
|
| 1748 |
+
"step": 1210
|
| 1749 |
+
},
|
| 1750 |
+
{
|
| 1751 |
+
"entropy": 0.8265730097889901,
|
| 1752 |
+
"epoch": 1.952,
|
| 1753 |
+
"grad_norm": 18.75,
|
| 1754 |
+
"learning_rate": 1.3192592592592594e-05,
|
| 1755 |
+
"loss": 13.1879,
|
| 1756 |
+
"mean_token_accuracy": 0.7890967357903719,
|
| 1757 |
+
"num_tokens": 40375790.0,
|
| 1758 |
+
"step": 1220
|
| 1759 |
+
},
|
| 1760 |
+
{
|
| 1761 |
+
"entropy": 0.8566216921433807,
|
| 1762 |
+
"epoch": 1.968,
|
| 1763 |
+
"grad_norm": 18.375,
|
| 1764 |
+
"learning_rate": 1.311851851851852e-05,
|
| 1765 |
+
"loss": 13.8742,
|
| 1766 |
+
"mean_token_accuracy": 0.780952601134777,
|
| 1767 |
+
"num_tokens": 40705451.0,
|
| 1768 |
+
"step": 1230
|
| 1769 |
+
},
|
| 1770 |
+
{
|
| 1771 |
+
"entropy": 0.8784732647240162,
|
| 1772 |
+
"epoch": 1.984,
|
| 1773 |
+
"grad_norm": 20.625,
|
| 1774 |
+
"learning_rate": 1.3044444444444446e-05,
|
| 1775 |
+
"loss": 14.1064,
|
| 1776 |
+
"mean_token_accuracy": 0.776585515961051,
|
| 1777 |
+
"num_tokens": 41040313.0,
|
| 1778 |
+
"step": 1240
|
| 1779 |
+
},
|
| 1780 |
+
{
|
| 1781 |
+
"entropy": 0.8804466765373945,
|
| 1782 |
+
"epoch": 2.0,
|
| 1783 |
+
"grad_norm": 18.5,
|
| 1784 |
+
"learning_rate": 1.297037037037037e-05,
|
| 1785 |
+
"loss": 14.0925,
|
| 1786 |
+
"mean_token_accuracy": 0.7788621835410595,
|
| 1787 |
+
"num_tokens": 41373608.0,
|
| 1788 |
+
"step": 1250
|
| 1789 |
+
},
|
| 1790 |
+
{
|
| 1791 |
+
"entropy": 0.8347923129796981,
|
| 1792 |
+
"epoch": 2.016,
|
| 1793 |
+
"grad_norm": 16.125,
|
| 1794 |
+
"learning_rate": 1.2896296296296299e-05,
|
| 1795 |
+
"loss": 13.3304,
|
| 1796 |
+
"mean_token_accuracy": 0.7866924706846475,
|
| 1797 |
+
"num_tokens": 41708226.0,
|
| 1798 |
+
"step": 1260
|
| 1799 |
+
},
|
| 1800 |
+
{
|
| 1801 |
+
"entropy": 0.8343301571905613,
|
| 1802 |
+
"epoch": 2.032,
|
| 1803 |
+
"grad_norm": 18.5,
|
| 1804 |
+
"learning_rate": 1.2822222222222222e-05,
|
| 1805 |
+
"loss": 13.426,
|
| 1806 |
+
"mean_token_accuracy": 0.7863655511289835,
|
| 1807 |
+
"num_tokens": 42045433.0,
|
| 1808 |
+
"step": 1270
|
| 1809 |
+
},
|
| 1810 |
+
{
|
| 1811 |
+
"entropy": 0.8626088196411729,
|
| 1812 |
+
"epoch": 2.048,
|
| 1813 |
+
"grad_norm": 19.75,
|
| 1814 |
+
"learning_rate": 1.274814814814815e-05,
|
| 1815 |
+
"loss": 13.9137,
|
| 1816 |
+
"mean_token_accuracy": 0.7789722084999084,
|
| 1817 |
+
"num_tokens": 42372694.0,
|
| 1818 |
+
"step": 1280
|
| 1819 |
+
},
|
| 1820 |
+
{
|
| 1821 |
+
"entropy": 0.8391540687531233,
|
| 1822 |
+
"epoch": 2.064,
|
| 1823 |
+
"grad_norm": 17.75,
|
| 1824 |
+
"learning_rate": 1.2674074074074075e-05,
|
| 1825 |
+
"loss": 13.4434,
|
| 1826 |
+
"mean_token_accuracy": 0.7854840617626906,
|
| 1827 |
+
"num_tokens": 42710240.0,
|
| 1828 |
+
"step": 1290
|
| 1829 |
+
},
|
| 1830 |
+
{
|
| 1831 |
+
"entropy": 0.8561890006065369,
|
| 1832 |
+
"epoch": 2.08,
|
| 1833 |
+
"grad_norm": 17.5,
|
| 1834 |
+
"learning_rate": 1.2600000000000001e-05,
|
| 1835 |
+
"loss": 13.7956,
|
| 1836 |
+
"mean_token_accuracy": 0.7818153217434883,
|
| 1837 |
+
"num_tokens": 43037844.0,
|
| 1838 |
+
"step": 1300
|
| 1839 |
+
},
|
| 1840 |
+
{
|
| 1841 |
+
"epoch": 2.08,
|
| 1842 |
+
"eval_biology_entropy": 2.680125617027283,
|
| 1843 |
+
"eval_biology_loss": 3.154866933822632,
|
| 1844 |
+
"eval_biology_mean_token_accuracy": 0.4771236026287079,
|
| 1845 |
+
"eval_biology_num_tokens": 43037844.0,
|
| 1846 |
+
"eval_biology_runtime": 49.8062,
|
| 1847 |
+
"eval_biology_samples_per_second": 10.039,
|
| 1848 |
+
"eval_biology_steps_per_second": 2.51,
|
| 1849 |
+
"step": 1300
|
| 1850 |
+
},
|
| 1851 |
+
{
|
| 1852 |
+
"epoch": 2.08,
|
| 1853 |
+
"eval_chemistry_entropy": 1.23085289478302,
|
| 1854 |
+
"eval_chemistry_loss": 1.339719533920288,
|
| 1855 |
+
"eval_chemistry_mean_token_accuracy": 0.700504720211029,
|
| 1856 |
+
"eval_chemistry_num_tokens": 43037844.0,
|
| 1857 |
+
"eval_chemistry_runtime": 61.7767,
|
| 1858 |
+
"eval_chemistry_samples_per_second": 8.094,
|
| 1859 |
+
"eval_chemistry_steps_per_second": 2.023,
|
| 1860 |
+
"step": 1300
|
| 1861 |
+
},
|
| 1862 |
+
{
|
| 1863 |
+
"epoch": 2.08,
|
| 1864 |
+
"eval_math_entropy": 0.9530718994140625,
|
| 1865 |
+
"eval_math_loss": 1.1914963722229004,
|
| 1866 |
+
"eval_math_mean_token_accuracy": 0.732671552658081,
|
| 1867 |
+
"eval_math_num_tokens": 43037844.0,
|
| 1868 |
+
"eval_math_runtime": 63.3384,
|
| 1869 |
+
"eval_math_samples_per_second": 7.894,
|
| 1870 |
+
"eval_math_steps_per_second": 1.974,
|
| 1871 |
+
"step": 1300
|
| 1872 |
+
},
|
| 1873 |
+
{
|
| 1874 |
+
"epoch": 2.08,
|
| 1875 |
+
"eval_physics_entropy": 0.863683602809906,
|
| 1876 |
+
"eval_physics_loss": 0.898903489112854,
|
| 1877 |
+
"eval_physics_mean_token_accuracy": 0.7743104872703552,
|
| 1878 |
+
"eval_physics_num_tokens": 43037844.0,
|
| 1879 |
+
"eval_physics_runtime": 72.1486,
|
| 1880 |
+
"eval_physics_samples_per_second": 6.93,
|
| 1881 |
+
"eval_physics_steps_per_second": 1.733,
|
| 1882 |
+
"step": 1300
|
| 1883 |
+
},
|
| 1884 |
+
{
|
| 1885 |
+
"entropy": 0.8574293557554483,
|
| 1886 |
+
"epoch": 2.096,
|
| 1887 |
+
"grad_norm": 19.5,
|
| 1888 |
+
"learning_rate": 1.2525925925925928e-05,
|
| 1889 |
+
"loss": 13.697,
|
| 1890 |
+
"mean_token_accuracy": 0.7824351858347655,
|
| 1891 |
+
"num_tokens": 43368675.0,
|
| 1892 |
+
"step": 1310
|
| 1893 |
+
},
|
| 1894 |
+
{
|
| 1895 |
+
"entropy": 0.8351046226918697,
|
| 1896 |
+
"epoch": 2.112,
|
| 1897 |
+
"grad_norm": 18.375,
|
| 1898 |
+
"learning_rate": 1.2451851851851853e-05,
|
| 1899 |
+
"loss": 13.452,
|
| 1900 |
+
"mean_token_accuracy": 0.7861107390373945,
|
| 1901 |
+
"num_tokens": 43699544.0,
|
| 1902 |
+
"step": 1320
|
| 1903 |
+
},
|
| 1904 |
+
{
|
| 1905 |
+
"entropy": 0.848756181821227,
|
| 1906 |
+
"epoch": 2.128,
|
| 1907 |
+
"grad_norm": 19.375,
|
| 1908 |
+
"learning_rate": 1.237777777777778e-05,
|
| 1909 |
+
"loss": 13.6014,
|
| 1910 |
+
"mean_token_accuracy": 0.7825081821531057,
|
| 1911 |
+
"num_tokens": 44012632.0,
|
| 1912 |
+
"step": 1330
|
| 1913 |
+
},
|
| 1914 |
+
{
|
| 1915 |
+
"entropy": 0.8376241635531188,
|
| 1916 |
+
"epoch": 2.144,
|
| 1917 |
+
"grad_norm": 17.875,
|
| 1918 |
+
"learning_rate": 1.2303703703703704e-05,
|
| 1919 |
+
"loss": 13.5012,
|
| 1920 |
+
"mean_token_accuracy": 0.7842539783567191,
|
| 1921 |
+
"num_tokens": 44349732.0,
|
| 1922 |
+
"step": 1340
|
| 1923 |
+
},
|
| 1924 |
+
{
|
| 1925 |
+
"entropy": 0.8786815196275711,
|
| 1926 |
+
"epoch": 2.16,
|
| 1927 |
+
"grad_norm": 19.75,
|
| 1928 |
+
"learning_rate": 1.222962962962963e-05,
|
| 1929 |
+
"loss": 14.1221,
|
| 1930 |
+
"mean_token_accuracy": 0.7767074994742871,
|
| 1931 |
+
"num_tokens": 44680410.0,
|
| 1932 |
+
"step": 1350
|
| 1933 |
+
},
|
| 1934 |
+
{
|
| 1935 |
+
"entropy": 0.8388923730701208,
|
| 1936 |
+
"epoch": 2.176,
|
| 1937 |
+
"grad_norm": 17.75,
|
| 1938 |
+
"learning_rate": 1.2155555555555555e-05,
|
| 1939 |
+
"loss": 13.4611,
|
| 1940 |
+
"mean_token_accuracy": 0.7856471933424473,
|
| 1941 |
+
"num_tokens": 45017922.0,
|
| 1942 |
+
"step": 1360
|
| 1943 |
+
},
|
| 1944 |
+
{
|
| 1945 |
+
"entropy": 0.8349485833197832,
|
| 1946 |
+
"epoch": 2.192,
|
| 1947 |
+
"grad_norm": 18.625,
|
| 1948 |
+
"learning_rate": 1.2081481481481484e-05,
|
| 1949 |
+
"loss": 13.3623,
|
| 1950 |
+
"mean_token_accuracy": 0.7861445616930723,
|
| 1951 |
+
"num_tokens": 45348179.0,
|
| 1952 |
+
"step": 1370
|
| 1953 |
+
},
|
| 1954 |
+
{
|
| 1955 |
+
"entropy": 0.8328462485224009,
|
| 1956 |
+
"epoch": 2.208,
|
| 1957 |
+
"grad_norm": 21.0,
|
| 1958 |
+
"learning_rate": 1.2007407407407408e-05,
|
| 1959 |
+
"loss": 13.3785,
|
| 1960 |
+
"mean_token_accuracy": 0.7866237808018923,
|
| 1961 |
+
"num_tokens": 45678397.0,
|
| 1962 |
+
"step": 1380
|
| 1963 |
+
},
|
| 1964 |
+
{
|
| 1965 |
+
"entropy": 0.8291925746947527,
|
| 1966 |
+
"epoch": 2.224,
|
| 1967 |
+
"grad_norm": 17.75,
|
| 1968 |
+
"learning_rate": 1.1933333333333335e-05,
|
| 1969 |
+
"loss": 13.328,
|
| 1970 |
+
"mean_token_accuracy": 0.7863113507628441,
|
| 1971 |
+
"num_tokens": 46010052.0,
|
| 1972 |
+
"step": 1390
|
| 1973 |
+
},
|
| 1974 |
+
{
|
| 1975 |
+
"entropy": 0.8287136562168598,
|
| 1976 |
+
"epoch": 2.24,
|
| 1977 |
+
"grad_norm": 18.0,
|
| 1978 |
+
"learning_rate": 1.185925925925926e-05,
|
| 1979 |
+
"loss": 13.3318,
|
| 1980 |
+
"mean_token_accuracy": 0.7863692469894886,
|
| 1981 |
+
"num_tokens": 46347116.0,
|
| 1982 |
+
"step": 1400
|
| 1983 |
+
},
|
| 1984 |
+
{
|
| 1985 |
+
"epoch": 2.24,
|
| 1986 |
+
"eval_biology_entropy": 2.6612108364105223,
|
| 1987 |
+
"eval_biology_loss": 3.153256416320801,
|
| 1988 |
+
"eval_biology_mean_token_accuracy": 0.4783942770957947,
|
| 1989 |
+
"eval_biology_num_tokens": 46347116.0,
|
| 1990 |
+
"eval_biology_runtime": 49.9149,
|
| 1991 |
+
"eval_biology_samples_per_second": 10.017,
|
| 1992 |
+
"eval_biology_steps_per_second": 2.504,
|
| 1993 |
+
"step": 1400
|
| 1994 |
+
},
|
| 1995 |
+
{
|
| 1996 |
+
"epoch": 2.24,
|
| 1997 |
+
"eval_chemistry_entropy": 1.2294214334487914,
|
| 1998 |
+
"eval_chemistry_loss": 1.3362380266189575,
|
| 1999 |
+
"eval_chemistry_mean_token_accuracy": 0.701572069644928,
|
| 2000 |
+
"eval_chemistry_num_tokens": 46347116.0,
|
| 2001 |
+
"eval_chemistry_runtime": 61.8559,
|
| 2002 |
+
"eval_chemistry_samples_per_second": 8.083,
|
| 2003 |
+
"eval_chemistry_steps_per_second": 2.021,
|
| 2004 |
+
"step": 1400
|
| 2005 |
+
},
|
| 2006 |
+
{
|
| 2007 |
+
"epoch": 2.24,
|
| 2008 |
+
"eval_math_entropy": 0.9489249901771546,
|
| 2009 |
+
"eval_math_loss": 1.1918082237243652,
|
| 2010 |
+
"eval_math_mean_token_accuracy": 0.7329039392471314,
|
| 2011 |
+
"eval_math_num_tokens": 46347116.0,
|
| 2012 |
+
"eval_math_runtime": 63.4236,
|
| 2013 |
+
"eval_math_samples_per_second": 7.884,
|
| 2014 |
+
"eval_math_steps_per_second": 1.971,
|
| 2015 |
+
"step": 1400
|
| 2016 |
+
},
|
| 2017 |
+
{
|
| 2018 |
+
"epoch": 2.24,
|
| 2019 |
+
"eval_physics_entropy": 0.8618579044342041,
|
| 2020 |
+
"eval_physics_loss": 0.8958038687705994,
|
| 2021 |
+
"eval_physics_mean_token_accuracy": 0.7750196180343628,
|
| 2022 |
+
"eval_physics_num_tokens": 46347116.0,
|
| 2023 |
+
"eval_physics_runtime": 72.3632,
|
| 2024 |
+
"eval_physics_samples_per_second": 6.91,
|
| 2025 |
+
"eval_physics_steps_per_second": 1.727,
|
| 2026 |
+
"step": 1400
|
| 2027 |
+
},
|
| 2028 |
+
{
|
| 2029 |
+
"entropy": 0.8701908178627491,
|
| 2030 |
+
"epoch": 2.2560000000000002,
|
| 2031 |
+
"grad_norm": 19.25,
|
| 2032 |
+
"learning_rate": 1.1785185185185186e-05,
|
| 2033 |
+
"loss": 13.9577,
|
| 2034 |
+
"mean_token_accuracy": 0.7795143604278565,
|
| 2035 |
+
"num_tokens": 46673074.0,
|
| 2036 |
+
"step": 1410
|
| 2037 |
+
},
|
| 2038 |
+
{
|
| 2039 |
+
"entropy": 0.8190190486609936,
|
| 2040 |
+
"epoch": 2.2720000000000002,
|
| 2041 |
+
"grad_norm": 18.875,
|
| 2042 |
+
"learning_rate": 1.1711111111111113e-05,
|
| 2043 |
+
"loss": 13.1852,
|
| 2044 |
+
"mean_token_accuracy": 0.7890499792993069,
|
| 2045 |
+
"num_tokens": 47009386.0,
|
| 2046 |
+
"step": 1420
|
| 2047 |
+
},
|
| 2048 |
+
{
|
| 2049 |
+
"entropy": 0.8609435971826315,
|
| 2050 |
+
"epoch": 2.288,
|
| 2051 |
+
"grad_norm": 19.75,
|
| 2052 |
+
"learning_rate": 1.1637037037037037e-05,
|
| 2053 |
+
"loss": 13.786,
|
| 2054 |
+
"mean_token_accuracy": 0.7809262648224831,
|
| 2055 |
+
"num_tokens": 47344231.0,
|
| 2056 |
+
"step": 1430
|
| 2057 |
+
},
|
| 2058 |
+
{
|
| 2059 |
+
"entropy": 0.8457425959408283,
|
| 2060 |
+
"epoch": 2.304,
|
| 2061 |
+
"grad_norm": 20.125,
|
| 2062 |
+
"learning_rate": 1.1562962962962964e-05,
|
| 2063 |
+
"loss": 13.6528,
|
| 2064 |
+
"mean_token_accuracy": 0.7828251335769891,
|
| 2065 |
+
"num_tokens": 47658392.0,
|
| 2066 |
+
"step": 1440
|
| 2067 |
+
},
|
| 2068 |
+
{
|
| 2069 |
+
"entropy": 0.8437560629099607,
|
| 2070 |
+
"epoch": 2.32,
|
| 2071 |
+
"grad_norm": 17.25,
|
| 2072 |
+
"learning_rate": 1.1488888888888889e-05,
|
| 2073 |
+
"loss": 13.4697,
|
| 2074 |
+
"mean_token_accuracy": 0.7838904622942209,
|
| 2075 |
+
"num_tokens": 47995015.0,
|
| 2076 |
+
"step": 1450
|
| 2077 |
+
},
|
| 2078 |
+
{
|
| 2079 |
+
"entropy": 0.8140388157218694,
|
| 2080 |
+
"epoch": 2.336,
|
| 2081 |
+
"grad_norm": 17.875,
|
| 2082 |
+
"learning_rate": 1.1414814814814817e-05,
|
| 2083 |
+
"loss": 13.1535,
|
| 2084 |
+
"mean_token_accuracy": 0.7884997557848692,
|
| 2085 |
+
"num_tokens": 48336708.0,
|
| 2086 |
+
"step": 1460
|
| 2087 |
+
},
|
| 2088 |
+
{
|
| 2089 |
+
"entropy": 0.8194112915545702,
|
| 2090 |
+
"epoch": 2.352,
|
| 2091 |
+
"grad_norm": 17.5,
|
| 2092 |
+
"learning_rate": 1.1340740740740742e-05,
|
| 2093 |
+
"loss": 13.0636,
|
| 2094 |
+
"mean_token_accuracy": 0.7896034978330135,
|
| 2095 |
+
"num_tokens": 48665311.0,
|
| 2096 |
+
"step": 1470
|
| 2097 |
+
},
|
| 2098 |
+
{
|
| 2099 |
+
"entropy": 0.8433867402374744,
|
| 2100 |
+
"epoch": 2.368,
|
| 2101 |
+
"grad_norm": 18.625,
|
| 2102 |
+
"learning_rate": 1.1266666666666668e-05,
|
| 2103 |
+
"loss": 13.5528,
|
| 2104 |
+
"mean_token_accuracy": 0.7844488836824894,
|
| 2105 |
+
"num_tokens": 49005334.0,
|
| 2106 |
+
"step": 1480
|
| 2107 |
+
},
|
| 2108 |
+
{
|
| 2109 |
+
"entropy": 0.8540257982909679,
|
| 2110 |
+
"epoch": 2.384,
|
| 2111 |
+
"grad_norm": 20.625,
|
| 2112 |
+
"learning_rate": 1.1192592592592593e-05,
|
| 2113 |
+
"loss": 13.7212,
|
| 2114 |
+
"mean_token_accuracy": 0.781413323059678,
|
| 2115 |
+
"num_tokens": 49331936.0,
|
| 2116 |
+
"step": 1490
|
| 2117 |
+
},
|
| 2118 |
+
{
|
| 2119 |
+
"entropy": 0.8498314812779426,
|
| 2120 |
+
"epoch": 2.4,
|
| 2121 |
+
"grad_norm": 19.25,
|
| 2122 |
+
"learning_rate": 1.111851851851852e-05,
|
| 2123 |
+
"loss": 13.604,
|
| 2124 |
+
"mean_token_accuracy": 0.7828326590359211,
|
| 2125 |
+
"num_tokens": 49671048.0,
|
| 2126 |
+
"step": 1500
|
| 2127 |
+
},
|
| 2128 |
+
{
|
| 2129 |
+
"epoch": 2.4,
|
| 2130 |
+
"eval_biology_entropy": 2.621306725502014,
|
| 2131 |
+
"eval_biology_loss": 3.1416707038879395,
|
| 2132 |
+
"eval_biology_mean_token_accuracy": 0.4782486002445221,
|
| 2133 |
+
"eval_biology_num_tokens": 49671048.0,
|
| 2134 |
+
"eval_biology_runtime": 49.9245,
|
| 2135 |
+
"eval_biology_samples_per_second": 10.015,
|
| 2136 |
+
"eval_biology_steps_per_second": 2.504,
|
| 2137 |
+
"step": 1500
|
| 2138 |
+
},
|
| 2139 |
+
{
|
| 2140 |
+
"epoch": 2.4,
|
| 2141 |
+
"eval_chemistry_entropy": 1.223756856918335,
|
| 2142 |
+
"eval_chemistry_loss": 1.3346976041793823,
|
| 2143 |
+
"eval_chemistry_mean_token_accuracy": 0.7012901954650879,
|
| 2144 |
+
"eval_chemistry_num_tokens": 49671048.0,
|
| 2145 |
+
"eval_chemistry_runtime": 61.475,
|
| 2146 |
+
"eval_chemistry_samples_per_second": 8.133,
|
| 2147 |
+
"eval_chemistry_steps_per_second": 2.033,
|
| 2148 |
+
"step": 1500
|
| 2149 |
+
},
|
| 2150 |
+
{
|
| 2151 |
+
"epoch": 2.4,
|
| 2152 |
+
"eval_math_entropy": 0.9483405375480651,
|
| 2153 |
+
"eval_math_loss": 1.19205641746521,
|
| 2154 |
+
"eval_math_mean_token_accuracy": 0.7328525404930115,
|
| 2155 |
+
"eval_math_num_tokens": 49671048.0,
|
| 2156 |
+
"eval_math_runtime": 63.2408,
|
| 2157 |
+
"eval_math_samples_per_second": 7.906,
|
| 2158 |
+
"eval_math_steps_per_second": 1.977,
|
| 2159 |
+
"step": 1500
|
| 2160 |
+
},
|
| 2161 |
+
{
|
| 2162 |
+
"epoch": 2.4,
|
| 2163 |
+
"eval_physics_entropy": 0.8615480012893677,
|
| 2164 |
+
"eval_physics_loss": 0.8934000134468079,
|
| 2165 |
+
"eval_physics_mean_token_accuracy": 0.7753945760726929,
|
| 2166 |
+
"eval_physics_num_tokens": 49671048.0,
|
| 2167 |
+
"eval_physics_runtime": 72.1452,
|
| 2168 |
+
"eval_physics_samples_per_second": 6.93,
|
| 2169 |
+
"eval_physics_steps_per_second": 1.733,
|
| 2170 |
+
"step": 1500
|
| 2171 |
+
}
|
| 2172 |
+
],
|
| 2173 |
+
"logging_steps": 10,
|
| 2174 |
+
"max_steps": 3000,
|
| 2175 |
+
"num_input_tokens_seen": 0,
|
| 2176 |
+
"num_train_epochs": 5,
|
| 2177 |
+
"save_steps": 500,
|
| 2178 |
+
"stateful_callbacks": {
|
| 2179 |
+
"TrainerControl": {
|
| 2180 |
+
"args": {
|
| 2181 |
+
"should_epoch_stop": false,
|
| 2182 |
+
"should_evaluate": false,
|
| 2183 |
+
"should_log": false,
|
| 2184 |
+
"should_save": true,
|
| 2185 |
+
"should_training_stop": false
|
| 2186 |
+
},
|
| 2187 |
+
"attributes": {}
|
| 2188 |
+
}
|
| 2189 |
+
},
|
| 2190 |
+
"total_flos": 4.962874969902339e+18,
|
| 2191 |
+
"train_batch_size": 4,
|
| 2192 |
+
"trial_name": null,
|
| 2193 |
+
"trial_params": null
|
| 2194 |
+
}
|
checkpoint-1500/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b9dbcfce23d3c152dc8b5024b885308cf3929efb5100136bcc488b36b6b970aa
|
| 3 |
+
size 6417
|