Muennighoff
commited on
Commit
•
41063e3
1
Parent(s):
ef69ae1
Better model with bs=256
Browse files- README.md +1 -1
- config.json +1 -1
- config_sentence_transformers.json +2 -2
- eval/beir.json +276 -0
- pytorch_model.bin → pytorch_model-00001-of-00002.bin +2 -2
- pytorch_model-00002-of-00002.bin +3 -0
- pytorch_model.bin.index.json +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -1
README.md
CHANGED
@@ -14,7 +14,7 @@ For usage instructions, refer to our codebase: https://github.com/Muennighoff/sg
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## Evaluation Results
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-
For eval results, refer to our paper: https://arxiv.org/abs/2202.08904
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## Training
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The model was trained with the parameters:
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## Evaluation Results
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For eval results, refer to the eval folder or our paper: https://arxiv.org/abs/2202.08904
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## Training
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The model was trained with the parameters:
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config.json
CHANGED
@@ -75,7 +75,7 @@
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},
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"tokenizer_class": "GPT2Tokenizer",
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"torch_dtype": "float32",
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"transformers_version": "4.
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"use_cache": true,
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"vocab_size": 50259,
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"window_size": 256
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},
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"tokenizer_class": "GPT2Tokenizer",
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"torch_dtype": "float32",
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"transformers_version": "4.20.0.dev0",
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"use_cache": true,
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"vocab_size": 50259,
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"window_size": 256
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config_sentence_transformers.json
CHANGED
@@ -1,7 +1,7 @@
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{
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"__version__": {
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"sentence_transformers": "2.1.0",
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"transformers": "4.
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"pytorch": "1.10.
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}
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}
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{
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"__version__": {
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"sentence_transformers": "2.1.0",
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"transformers": "4.20.0.dev0",
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"pytorch": "1.10.2"
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}
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}
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eval/beir.json
ADDED
@@ -0,0 +1,276 @@
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{
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"SGPT-2.7B-weightedmean-msmarco-specb-bitfit": {
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"cqadupstack_android": {
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+
"NDCG@1": 0.34049,
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"NDCG@3": 0.37556,
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"NDCG@5": 0.39905,
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"NDCG@10": 0.42857,
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"NDCG@100": 0.48229,
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"NDCG@1000": 0.50638
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},
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"cqadupstack_english": {
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"NDCG@1": 0.32548,
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"NDCG@3": 0.37526,
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"NDCG@5": 0.39115,
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"NDCG@10": 0.41469,
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"NDCG@100": 0.45826,
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+
"NDCG@1000": 0.47974
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},
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"cqadupstack_gaming": {
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"NDCG@1": 0.3906,
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"NDCG@3": 0.45969,
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"NDCG@5": 0.4835,
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"NDCG@10": 0.5126,
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"NDCG@100": 0.55479,
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"NDCG@1000": 0.56948
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},
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"cqadupstack_gis": {
|
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"NDCG@1": 0.23616,
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"NDCG@3": 0.28729,
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"NDCG@5": 0.30564,
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31 |
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"NDCG@10": 0.33284,
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"NDCG@100": 0.38248,
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"NDCG@1000": 0.40625
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+
},
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"cqadupstack_mathematica": {
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"NDCG@1": 0.14428,
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37 |
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"NDCG@3": 0.19214,
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38 |
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"NDCG@5": 0.21163,
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39 |
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"NDCG@10": 0.24038,
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"NDCG@100": 0.29953,
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"NDCG@1000": 0.33115
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},
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"cqadupstack_physics": {
|
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"NDCG@1": 0.30029,
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"NDCG@3": 0.35534,
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46 |
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"NDCG@5": 0.37864,
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47 |
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"NDCG@10": 0.40593,
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"NDCG@100": 0.46298,
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49 |
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"NDCG@1000": 0.48534
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},
|
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"cqadupstack_programmers": {
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"NDCG@1": 0.28425,
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53 |
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"NDCG@3": 0.32215,
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54 |
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"NDCG@5": 0.34139,
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"NDCG@10": 0.37059,
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"NDCG@100": 0.42629,
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"NDCG@1000": 0.45306
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},
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"cqadupstack_stats": {
|
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"NDCG@1": 0.20552,
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61 |
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62 |
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"NDCG@100": 0.33504,
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65 |
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"NDCG@1000": 0.36273
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66 |
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"cqadupstack_wordpress": {
|
68 |
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73 |
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|
74 |
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},
|
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"cqadupstack_webmasters": {
|
76 |
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|
77 |
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78 |
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|
81 |
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|
82 |
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"cqadupstack_unix": {
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84 |
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85 |
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90 |
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91 |
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"cqadupstack_tex": {
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92 |
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94 |
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98 |
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100 |
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124 |
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|
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|
130 |
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131 |
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|
132 |
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|
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|
138 |
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},
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139 |
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|
140 |
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|
146 |
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147 |
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"average": {
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|
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163 |
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170 |
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171 |
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|
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|
178 |
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|
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|
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|
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|
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|
202 |
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|
203 |
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|
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|
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|
210 |
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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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226 |
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},
|
227 |
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|
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|
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|
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|
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234 |
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},
|
235 |
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"scidocs": {
|
236 |
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|
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|
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|
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|
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|
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"NDCG@1000": 0.28504
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242 |
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},
|
243 |
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"fever": {
|
244 |
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|
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|
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|
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|
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|
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"NDCG@1000": 0.74954
|
250 |
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},
|
251 |
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"dbpedia-entity": {
|
252 |
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"NDCG@1": 0.4975,
|
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|
254 |
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"NDCG@5": 0.36718,
|
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pytorch_model.bin → pytorch_model-00001-of-00002.bin
RENAMED
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pytorch_model-00002-of-00002.bin
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pytorch_model.bin.index.json
ADDED
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tokenizer.json
CHANGED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
CHANGED
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|
1 |
-
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{"unk_token": {"content": "<|endoftext|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "bos_token": {"content": "<|endoftext|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "eos_token": {"content": "<|endoftext|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "add_prefix_space": false, "model_max_length": 2048, "special_tokens_map_file": null, "name_or_path": "EleutherAI/gpt-neo-2.7B", "errors": "replace", "pad_token": null, "add_bos_token": false, "tokenizer_class": "GPT2Tokenizer"}
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