add sft model
Browse files- README.md +0 -3
- all_results.json +12 -0
- config.json +39 -0
- eval_results.json +7 -0
- generation_config.json +12 -0
- model-00001-of-00004.safetensors +3 -0
- model-00002-of-00004.safetensors +3 -0
- model-00003-of-00004.safetensors +3 -0
- model-00004-of-00004.safetensors +3 -0
- model.safetensors.index.json +298 -0
- special_tokens_map.json +17 -0
- tokenizer.json +0 -0
- tokenizer_config.json +2065 -0
- train_results.json +8 -0
- trainer_log.jsonl +230 -0
- trainer_state.json +1655 -0
- training_args.bin +3 -0
- training_eval_loss.png +0 -0
- training_loss.png +0 -0
README.md
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---
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license: apache-2.0
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---
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all_results.json
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{
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"epoch": 3.0,
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"eval_loss": 0.6375684142112732,
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"eval_runtime": 168.7291,
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"eval_samples_per_second": 30.807,
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"eval_steps_per_second": 3.852,
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"total_flos": 391576352194560.0,
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"train_loss": 0.44177393167463547,
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"train_runtime": 22000.6442,
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"train_samples_per_second": 6.378,
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"train_steps_per_second": 0.1
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}
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config.json
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{
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"_name_or_path": "/mnt/bn/tokendance/models/Meta-Llama-3.1-8B-Instruct",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 128000,
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"eos_token_id": [
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128001,
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128008,
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128009
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],
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 131072,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": {
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"factor": 8.0,
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"high_freq_factor": 4.0,
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"low_freq_factor": 1.0,
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"original_max_position_embeddings": 8192,
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"rope_type": "llama3"
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},
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"rope_theta": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.44.2",
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"use_cache": false,
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"vocab_size": 128256
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}
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eval_results.json
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{
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"epoch": 3.0,
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"eval_loss": 0.6375684142112732,
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"eval_runtime": 168.7291,
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"eval_samples_per_second": 30.807,
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"eval_steps_per_second": 3.852
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}
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generation_config.json
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{
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"bos_token_id": 128000,
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"do_sample": true,
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"eos_token_id": [
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128001,
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128008,
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],
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"temperature": 0.6,
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"top_p": 0.9,
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"transformers_version": "4.44.2"
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}
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model-00001-of-00004.safetensors
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version https://git-lfs.github.com/spec/v1
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size 4976698672
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model-00002-of-00004.safetensors
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model-00003-of-00004.safetensors
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version https://git-lfs.github.com/spec/v1
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model-00004-of-00004.safetensors
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model.safetensors.index.json
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special_tokens_map.json
ADDED
@@ -0,0 +1,17 @@
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
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|
tokenizer_config.json
ADDED
@@ -0,0 +1,2065 @@
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|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"128000": {
|
4 |
+
"content": "<|begin_of_text|>",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"128001": {
|
12 |
+
"content": "<|end_of_text|>",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"128002": {
|
20 |
+
"content": "<|reserved_special_token_0|>",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"128003": {
|
28 |
+
"content": "<|reserved_special_token_1|>",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"128004": {
|
36 |
+
"content": "<|finetune_right_pad_id|>",
|
37 |
+
"lstrip": false,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
},
|
43 |
+
"128005": {
|
44 |
+
"content": "<|reserved_special_token_2|>",
|
45 |
+
"lstrip": false,
|
46 |
+
"normalized": false,
|
47 |
+
"rstrip": false,
|
48 |
+
"single_word": false,
|
49 |
+
"special": true
|
50 |
+
},
|
51 |
+
"128006": {
|
52 |
+
"content": "<|start_header_id|>",
|
53 |
+
"lstrip": false,
|
54 |
+
"normalized": false,
|
55 |
+
"rstrip": false,
|
56 |
+
"single_word": false,
|
57 |
+
"special": true
|
58 |
+
},
|
59 |
+
"128007": {
|
60 |
+
"content": "<|end_header_id|>",
|
61 |
+
"lstrip": false,
|
62 |
+
"normalized": false,
|
63 |
+
"rstrip": false,
|
64 |
+
"single_word": false,
|
65 |
+
"special": true
|
66 |
+
},
|
67 |
+
"128008": {
|
68 |
+
"content": "<|eom_id|>",
|
69 |
+
"lstrip": false,
|
70 |
+
"normalized": false,
|
71 |
+
"rstrip": false,
|
72 |
+
"single_word": false,
|
73 |
+
"special": true
|
74 |
+
},
|
75 |
+
"128009": {
|
76 |
+
"content": "<|eot_id|>",
|
77 |
+
"lstrip": false,
|
78 |
+
"normalized": false,
|
79 |
+
"rstrip": false,
|
80 |
+
"single_word": false,
|
81 |
+
"special": true
|
82 |
+
},
|
83 |
+
"128010": {
|
84 |
+
"content": "<|python_tag|>",
|
85 |
+
"lstrip": false,
|
86 |
+
"normalized": false,
|
87 |
+
"rstrip": false,
|
88 |
+
"single_word": false,
|
89 |
+
"special": true
|
90 |
+
},
|
91 |
+
"128011": {
|
92 |
+
"content": "<|reserved_special_token_3|>",
|
93 |
+
"lstrip": false,
|
94 |
+
"normalized": false,
|
95 |
+
"rstrip": false,
|
96 |
+
"single_word": false,
|
97 |
+
"special": true
|
98 |
+
},
|
99 |
+
"128012": {
|
100 |
+
"content": "<|reserved_special_token_4|>",
|
101 |
+
"lstrip": false,
|
102 |
+
"normalized": false,
|
103 |
+
"rstrip": false,
|
104 |
+
"single_word": false,
|
105 |
+
"special": true
|
106 |
+
},
|
107 |
+
"128013": {
|
108 |
+
"content": "<|reserved_special_token_5|>",
|
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"single_word": false,
|
1857 |
+
"special": true
|
1858 |
+
},
|
1859 |
+
"128232": {
|
1860 |
+
"content": "<|reserved_special_token_224|>",
|
1861 |
+
"lstrip": false,
|
1862 |
+
"normalized": false,
|
1863 |
+
"rstrip": false,
|
1864 |
+
"single_word": false,
|
1865 |
+
"special": true
|
1866 |
+
},
|
1867 |
+
"128233": {
|
1868 |
+
"content": "<|reserved_special_token_225|>",
|
1869 |
+
"lstrip": false,
|
1870 |
+
"normalized": false,
|
1871 |
+
"rstrip": false,
|
1872 |
+
"single_word": false,
|
1873 |
+
"special": true
|
1874 |
+
},
|
1875 |
+
"128234": {
|
1876 |
+
"content": "<|reserved_special_token_226|>",
|
1877 |
+
"lstrip": false,
|
1878 |
+
"normalized": false,
|
1879 |
+
"rstrip": false,
|
1880 |
+
"single_word": false,
|
1881 |
+
"special": true
|
1882 |
+
},
|
1883 |
+
"128235": {
|
1884 |
+
"content": "<|reserved_special_token_227|>",
|
1885 |
+
"lstrip": false,
|
1886 |
+
"normalized": false,
|
1887 |
+
"rstrip": false,
|
1888 |
+
"single_word": false,
|
1889 |
+
"special": true
|
1890 |
+
},
|
1891 |
+
"128236": {
|
1892 |
+
"content": "<|reserved_special_token_228|>",
|
1893 |
+
"lstrip": false,
|
1894 |
+
"normalized": false,
|
1895 |
+
"rstrip": false,
|
1896 |
+
"single_word": false,
|
1897 |
+
"special": true
|
1898 |
+
},
|
1899 |
+
"128237": {
|
1900 |
+
"content": "<|reserved_special_token_229|>",
|
1901 |
+
"lstrip": false,
|
1902 |
+
"normalized": false,
|
1903 |
+
"rstrip": false,
|
1904 |
+
"single_word": false,
|
1905 |
+
"special": true
|
1906 |
+
},
|
1907 |
+
"128238": {
|
1908 |
+
"content": "<|reserved_special_token_230|>",
|
1909 |
+
"lstrip": false,
|
1910 |
+
"normalized": false,
|
1911 |
+
"rstrip": false,
|
1912 |
+
"single_word": false,
|
1913 |
+
"special": true
|
1914 |
+
},
|
1915 |
+
"128239": {
|
1916 |
+
"content": "<|reserved_special_token_231|>",
|
1917 |
+
"lstrip": false,
|
1918 |
+
"normalized": false,
|
1919 |
+
"rstrip": false,
|
1920 |
+
"single_word": false,
|
1921 |
+
"special": true
|
1922 |
+
},
|
1923 |
+
"128240": {
|
1924 |
+
"content": "<|reserved_special_token_232|>",
|
1925 |
+
"lstrip": false,
|
1926 |
+
"normalized": false,
|
1927 |
+
"rstrip": false,
|
1928 |
+
"single_word": false,
|
1929 |
+
"special": true
|
1930 |
+
},
|
1931 |
+
"128241": {
|
1932 |
+
"content": "<|reserved_special_token_233|>",
|
1933 |
+
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|
1934 |
+
"normalized": false,
|
1935 |
+
"rstrip": false,
|
1936 |
+
"single_word": false,
|
1937 |
+
"special": true
|
1938 |
+
},
|
1939 |
+
"128242": {
|
1940 |
+
"content": "<|reserved_special_token_234|>",
|
1941 |
+
"lstrip": false,
|
1942 |
+
"normalized": false,
|
1943 |
+
"rstrip": false,
|
1944 |
+
"single_word": false,
|
1945 |
+
"special": true
|
1946 |
+
},
|
1947 |
+
"128243": {
|
1948 |
+
"content": "<|reserved_special_token_235|>",
|
1949 |
+
"lstrip": false,
|
1950 |
+
"normalized": false,
|
1951 |
+
"rstrip": false,
|
1952 |
+
"single_word": false,
|
1953 |
+
"special": true
|
1954 |
+
},
|
1955 |
+
"128244": {
|
1956 |
+
"content": "<|reserved_special_token_236|>",
|
1957 |
+
"lstrip": false,
|
1958 |
+
"normalized": false,
|
1959 |
+
"rstrip": false,
|
1960 |
+
"single_word": false,
|
1961 |
+
"special": true
|
1962 |
+
},
|
1963 |
+
"128245": {
|
1964 |
+
"content": "<|reserved_special_token_237|>",
|
1965 |
+
"lstrip": false,
|
1966 |
+
"normalized": false,
|
1967 |
+
"rstrip": false,
|
1968 |
+
"single_word": false,
|
1969 |
+
"special": true
|
1970 |
+
},
|
1971 |
+
"128246": {
|
1972 |
+
"content": "<|reserved_special_token_238|>",
|
1973 |
+
"lstrip": false,
|
1974 |
+
"normalized": false,
|
1975 |
+
"rstrip": false,
|
1976 |
+
"single_word": false,
|
1977 |
+
"special": true
|
1978 |
+
},
|
1979 |
+
"128247": {
|
1980 |
+
"content": "<|reserved_special_token_239|>",
|
1981 |
+
"lstrip": false,
|
1982 |
+
"normalized": false,
|
1983 |
+
"rstrip": false,
|
1984 |
+
"single_word": false,
|
1985 |
+
"special": true
|
1986 |
+
},
|
1987 |
+
"128248": {
|
1988 |
+
"content": "<|reserved_special_token_240|>",
|
1989 |
+
"lstrip": false,
|
1990 |
+
"normalized": false,
|
1991 |
+
"rstrip": false,
|
1992 |
+
"single_word": false,
|
1993 |
+
"special": true
|
1994 |
+
},
|
1995 |
+
"128249": {
|
1996 |
+
"content": "<|reserved_special_token_241|>",
|
1997 |
+
"lstrip": false,
|
1998 |
+
"normalized": false,
|
1999 |
+
"rstrip": false,
|
2000 |
+
"single_word": false,
|
2001 |
+
"special": true
|
2002 |
+
},
|
2003 |
+
"128250": {
|
2004 |
+
"content": "<|reserved_special_token_242|>",
|
2005 |
+
"lstrip": false,
|
2006 |
+
"normalized": false,
|
2007 |
+
"rstrip": false,
|
2008 |
+
"single_word": false,
|
2009 |
+
"special": true
|
2010 |
+
},
|
2011 |
+
"128251": {
|
2012 |
+
"content": "<|reserved_special_token_243|>",
|
2013 |
+
"lstrip": false,
|
2014 |
+
"normalized": false,
|
2015 |
+
"rstrip": false,
|
2016 |
+
"single_word": false,
|
2017 |
+
"special": true
|
2018 |
+
},
|
2019 |
+
"128252": {
|
2020 |
+
"content": "<|reserved_special_token_244|>",
|
2021 |
+
"lstrip": false,
|
2022 |
+
"normalized": false,
|
2023 |
+
"rstrip": false,
|
2024 |
+
"single_word": false,
|
2025 |
+
"special": true
|
2026 |
+
},
|
2027 |
+
"128253": {
|
2028 |
+
"content": "<|reserved_special_token_245|>",
|
2029 |
+
"lstrip": false,
|
2030 |
+
"normalized": false,
|
2031 |
+
"rstrip": false,
|
2032 |
+
"single_word": false,
|
2033 |
+
"special": true
|
2034 |
+
},
|
2035 |
+
"128254": {
|
2036 |
+
"content": "<|reserved_special_token_246|>",
|
2037 |
+
"lstrip": false,
|
2038 |
+
"normalized": false,
|
2039 |
+
"rstrip": false,
|
2040 |
+
"single_word": false,
|
2041 |
+
"special": true
|
2042 |
+
},
|
2043 |
+
"128255": {
|
2044 |
+
"content": "<|reserved_special_token_247|>",
|
2045 |
+
"lstrip": false,
|
2046 |
+
"normalized": false,
|
2047 |
+
"rstrip": false,
|
2048 |
+
"single_word": false,
|
2049 |
+
"special": true
|
2050 |
+
}
|
2051 |
+
},
|
2052 |
+
"bos_token": "<|begin_of_text|>",
|
2053 |
+
"chat_template": "{{ '<|begin_of_text|>' }}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ '<|start_header_id|>system<|end_header_id|>\n\n' + system_message + '<|eot_id|>' }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|start_header_id|>user<|end_header_id|>\n\n' + content + '<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n' }}{% elif message['role'] == 'assistant' %}{{ content + '<|eot_id|>' }}{% endif %}{% endfor %}",
|
2054 |
+
"clean_up_tokenization_spaces": true,
|
2055 |
+
"eos_token": "<|eot_id|>",
|
2056 |
+
"model_input_names": [
|
2057 |
+
"input_ids",
|
2058 |
+
"attention_mask"
|
2059 |
+
],
|
2060 |
+
"model_max_length": 131072,
|
2061 |
+
"pad_token": "<|eot_id|>",
|
2062 |
+
"padding_side": "right",
|
2063 |
+
"split_special_tokens": false,
|
2064 |
+
"tokenizer_class": "PreTrainedTokenizerFast"
|
2065 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
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|
1 |
+
{
|
2 |
+
"epoch": 3.0,
|
3 |
+
"total_flos": 391576352194560.0,
|
4 |
+
"train_loss": 0.44177393167463547,
|
5 |
+
"train_runtime": 22000.6442,
|
6 |
+
"train_samples_per_second": 6.378,
|
7 |
+
"train_steps_per_second": 0.1
|
8 |
+
}
|
trainer_log.jsonl
ADDED
@@ -0,0 +1,230 @@
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|
1 |
+
{"current_steps": 10, "total_steps": 2193, "loss": 0.9255, "learning_rate": 4.5454545454545457e-07, "epoch": 0.013679890560875513, "percentage": 0.46, "elapsed_time": "0:01:33", "remaining_time": "5:39:03"}
|
2 |
+
{"current_steps": 20, "total_steps": 2193, "loss": 0.863, "learning_rate": 9.090909090909091e-07, "epoch": 0.027359781121751026, "percentage": 0.91, "elapsed_time": "0:03:00", "remaining_time": "5:26:44"}
|
3 |
+
{"current_steps": 30, "total_steps": 2193, "loss": 0.7599, "learning_rate": 1.3636363636363636e-06, "epoch": 0.04103967168262654, "percentage": 1.37, "elapsed_time": "0:04:42", "remaining_time": "5:39:52"}
|
4 |
+
{"current_steps": 40, "total_steps": 2193, "loss": 0.7184, "learning_rate": 1.8181818181818183e-06, "epoch": 0.05471956224350205, "percentage": 1.82, "elapsed_time": "0:06:08", "remaining_time": "5:30:18"}
|
5 |
+
{"current_steps": 50, "total_steps": 2193, "loss": 0.6981, "learning_rate": 2.2727272727272728e-06, "epoch": 0.06839945280437756, "percentage": 2.28, "elapsed_time": "0:07:38", "remaining_time": "5:27:23"}
|
6 |
+
{"current_steps": 60, "total_steps": 2193, "loss": 0.6943, "learning_rate": 2.7272727272727272e-06, "epoch": 0.08207934336525308, "percentage": 2.74, "elapsed_time": "0:09:12", "remaining_time": "5:27:29"}
|
7 |
+
{"current_steps": 70, "total_steps": 2193, "loss": 0.6687, "learning_rate": 3.181818181818182e-06, "epoch": 0.09575923392612859, "percentage": 3.19, "elapsed_time": "0:10:48", "remaining_time": "5:27:44"}
|
8 |
+
{"current_steps": 80, "total_steps": 2193, "loss": 0.6694, "learning_rate": 3.6363636363636366e-06, "epoch": 0.1094391244870041, "percentage": 3.65, "elapsed_time": "0:12:25", "remaining_time": "5:28:01"}
|
9 |
+
{"current_steps": 90, "total_steps": 2193, "loss": 0.6602, "learning_rate": 4.0909090909090915e-06, "epoch": 0.12311901504787962, "percentage": 4.1, "elapsed_time": "0:14:02", "remaining_time": "5:28:17"}
|
10 |
+
{"current_steps": 100, "total_steps": 2193, "loss": 0.6514, "learning_rate": 4.5454545454545455e-06, "epoch": 0.13679890560875513, "percentage": 4.56, "elapsed_time": "0:15:30", "remaining_time": "5:24:34"}
|
11 |
+
{"current_steps": 110, "total_steps": 2193, "loss": 0.6413, "learning_rate": 5e-06, "epoch": 0.15047879616963064, "percentage": 5.02, "elapsed_time": "0:17:01", "remaining_time": "5:22:16"}
|
12 |
+
{"current_steps": 120, "total_steps": 2193, "loss": 0.6584, "learning_rate": 5.4545454545454545e-06, "epoch": 0.16415868673050615, "percentage": 5.47, "elapsed_time": "0:18:22", "remaining_time": "5:17:30"}
|
13 |
+
{"current_steps": 130, "total_steps": 2193, "loss": 0.6292, "learning_rate": 5.90909090909091e-06, "epoch": 0.17783857729138167, "percentage": 5.93, "elapsed_time": "0:19:51", "remaining_time": "5:15:06"}
|
14 |
+
{"current_steps": 140, "total_steps": 2193, "loss": 0.6487, "learning_rate": 6.363636363636364e-06, "epoch": 0.19151846785225718, "percentage": 6.38, "elapsed_time": "0:21:21", "remaining_time": "5:13:12"}
|
15 |
+
{"current_steps": 150, "total_steps": 2193, "loss": 0.6294, "learning_rate": 6.818181818181818e-06, "epoch": 0.2051983584131327, "percentage": 6.84, "elapsed_time": "0:22:48", "remaining_time": "5:10:45"}
|
16 |
+
{"current_steps": 160, "total_steps": 2193, "loss": 0.6443, "learning_rate": 7.272727272727273e-06, "epoch": 0.2188782489740082, "percentage": 7.3, "elapsed_time": "0:24:20", "remaining_time": "5:09:19"}
|
17 |
+
{"current_steps": 170, "total_steps": 2193, "loss": 0.6411, "learning_rate": 7.727272727272727e-06, "epoch": 0.23255813953488372, "percentage": 7.75, "elapsed_time": "0:25:49", "remaining_time": "5:07:23"}
|
18 |
+
{"current_steps": 180, "total_steps": 2193, "loss": 0.6385, "learning_rate": 8.181818181818183e-06, "epoch": 0.24623803009575923, "percentage": 8.21, "elapsed_time": "0:27:18", "remaining_time": "5:05:28"}
|
19 |
+
{"current_steps": 190, "total_steps": 2193, "loss": 0.6466, "learning_rate": 8.636363636363637e-06, "epoch": 0.25991792065663477, "percentage": 8.66, "elapsed_time": "0:28:56", "remaining_time": "5:05:01"}
|
20 |
+
{"current_steps": 200, "total_steps": 2193, "loss": 0.6185, "learning_rate": 9.090909090909091e-06, "epoch": 0.27359781121751026, "percentage": 9.12, "elapsed_time": "0:30:19", "remaining_time": "5:02:08"}
|
21 |
+
{"current_steps": 200, "total_steps": 2193, "eval_loss": 0.6430878043174744, "epoch": 0.27359781121751026, "percentage": 9.12, "elapsed_time": "0:33:07", "remaining_time": "5:30:08"}
|
22 |
+
{"current_steps": 210, "total_steps": 2193, "loss": 0.6235, "learning_rate": 9.545454545454547e-06, "epoch": 0.2872777017783858, "percentage": 9.58, "elapsed_time": "0:34:43", "remaining_time": "5:27:50"}
|
23 |
+
{"current_steps": 220, "total_steps": 2193, "loss": 0.6305, "learning_rate": 1e-05, "epoch": 0.3009575923392613, "percentage": 10.03, "elapsed_time": "0:36:08", "remaining_time": "5:24:08"}
|
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trainer_state.json
ADDED
@@ -0,0 +1,1655 @@
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|
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|
1648 |
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"attributes": {}
|
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|
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"trial_params": null
|
1655 |
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training_args.bin
ADDED
@@ -0,0 +1,3 @@
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|
1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:b9388ad5a3fc13843546dca7399d1725b9528d611ee2fd11e5f9458b1bf04def
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size 7160
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training_eval_loss.png
ADDED
training_loss.png
ADDED