End of training
Browse files- README.md +31 -31
- config.json +38 -18
- final_checkpoint/config.json +38 -18
- final_checkpoint/generation_config.json +3 -3
- final_checkpoint/model-00001-of-00003.safetensors +2 -2
- final_checkpoint/model-00002-of-00003.safetensors +2 -2
- generation_config.json +3 -3
- model-00001-of-00003.safetensors +2 -2
- model-00002-of-00003.safetensors +2 -2
- model-00003-of-00003.safetensors +2 -2
- model.safetensors.index.json +195 -292
- special_tokens_map.json +4 -4
- tokenizer.json +0 -0
- tokenizer_config.json +190 -21
- training_args.bin +1 -1
README.md
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---
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license: apache-2.0
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base_model:
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tags:
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- trl
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- dpo
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@@ -15,17 +15,17 @@ should probably proofread and complete it, then remove this comment. -->
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# v1_1000_STEPS_1e6_rate_03_beta_DPO
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This model is a fine-tuned version of [
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Rewards/chosen: -
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- Rewards/rejected: -
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- Rewards/accuracies: 0.
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- Rewards/margins: 0.
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- Logps/rejected: -
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- Logps/chosen: -
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- Logits/rejected:
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- Logits/chosen:
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## Model description
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@@ -59,26 +59,26 @@ The following hyperparameters were used during training:
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| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
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|:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
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### Framework versions
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---
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license: apache-2.0
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base_model: mosaicml/mpt-7b-instruct
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tags:
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- trl
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- dpo
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# v1_1000_STEPS_1e6_rate_03_beta_DPO
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+
This model is a fine-tuned version of [mosaicml/mpt-7b-instruct](https://huggingface.co/mosaicml/mpt-7b-instruct) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6641
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+
- Rewards/chosen: -1.4066
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- Rewards/rejected: -1.6576
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- Rewards/accuracies: 0.6198
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- Rewards/margins: 0.2510
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- Logps/rejected: -27.0829
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- Logps/chosen: -25.4808
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- Logits/rejected: 13.3887
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- Logits/chosen: 13.3921
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
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| 61 |
|:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
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| 0.6901 | 0.05 | 50 | 0.6931 | 0.0510 | 0.0490 | 0.5253 | 0.0019 | -21.3940 | -20.6223 | 14.3181 | 14.3207 |
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| 0.7257 | 0.1 | 100 | 0.6841 | 0.0934 | 0.0501 | 0.5692 | 0.0433 | -21.3906 | -20.4809 | 14.1613 | 14.1641 |
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| 0.7259 | 0.15 | 150 | 0.6925 | -0.0147 | -0.0834 | 0.5451 | 0.0688 | -21.8355 | -20.8411 | 13.9200 | 13.9229 |
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| 0.6593 | 0.2 | 200 | 0.7118 | 0.4903 | 0.3962 | 0.5802 | 0.0941 | -20.2368 | -19.1579 | 13.7791 | 13.7821 |
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| 0.7282 | 0.24 | 250 | 0.7093 | -1.2326 | -1.3686 | 0.5648 | 0.1360 | -26.1195 | -24.9010 | 13.8037 | 13.8067 |
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| 0.6924 | 0.29 | 300 | 0.6944 | -0.7898 | -0.9655 | 0.5626 | 0.1757 | -24.7758 | -23.4250 | 14.0496 | 14.0528 |
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| 0.7523 | 0.34 | 350 | 0.6909 | -0.9371 | -1.1226 | 0.5626 | 0.1855 | -25.2994 | -23.9158 | 14.0003 | 14.0037 |
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| 0.7276 | 0.39 | 400 | 0.6918 | -1.8471 | -2.0415 | 0.5868 | 0.1944 | -28.3625 | -26.9492 | 13.3382 | 13.3414 |
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| 0.6255 | 0.44 | 450 | 0.6860 | -1.5470 | -1.7599 | 0.5934 | 0.2129 | -27.4236 | -25.9489 | 13.2551 | 13.2584 |
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| 0.7342 | 0.49 | 500 | 0.6801 | -1.5841 | -1.7888 | 0.5758 | 0.2046 | -27.5199 | -26.0726 | 13.4186 | 13.4219 |
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| 0.568 | 0.54 | 550 | 0.6694 | -1.5101 | -1.7458 | 0.6022 | 0.2356 | -27.3766 | -25.8260 | 13.5776 | 13.5810 |
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| 0.6217 | 0.59 | 600 | 0.6645 | -1.4050 | -1.6543 | 0.6110 | 0.2492 | -27.0716 | -25.4756 | 13.6337 | 13.6371 |
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| 0.6186 | 0.64 | 650 | 0.6682 | -1.3826 | -1.6291 | 0.5978 | 0.2465 | -26.9876 | -25.4007 | 13.4204 | 13.4237 |
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| 0.6637 | 0.68 | 700 | 0.6633 | -1.3994 | -1.6501 | 0.6220 | 0.2507 | -27.0576 | -25.4569 | 13.4574 | 13.4608 |
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| 0.7482 | 0.73 | 750 | 0.6632 | -1.3772 | -1.6269 | 0.6198 | 0.2497 | -26.9804 | -25.3829 | 13.4047 | 13.4081 |
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| 0.6597 | 0.78 | 800 | 0.6627 | -1.3970 | -1.6527 | 0.6198 | 0.2557 | -27.0664 | -25.4489 | 13.3914 | 13.3948 |
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| 0.7206 | 0.83 | 850 | 0.6613 | -1.4018 | -1.6593 | 0.6220 | 0.2575 | -27.0885 | -25.4648 | 13.3862 | 13.3896 |
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| 0.6715 | 0.88 | 900 | 0.6633 | -1.4047 | -1.6584 | 0.6220 | 0.2537 | -27.0856 | -25.4746 | 13.3969 | 13.4003 |
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| 0.6108 | 0.93 | 950 | 0.6633 | -1.4042 | -1.6585 | 0.6242 | 0.2543 | -27.0857 | -25.4727 | 13.3883 | 13.3917 |
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| 0.5964 | 0.98 | 1000 | 0.6641 | -1.4066 | -1.6576 | 0.6198 | 0.2510 | -27.0829 | -25.4808 | 13.3887 | 13.3921 |
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### Framework versions
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config.json
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"_name_or_path": "mosaicml/mpt-7b-instruct",
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"architectures": [
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"MptForCausalLM"
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],
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"attn_config": {
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"model_type": ""
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},
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"auto_map": {
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"AutoConfig": "mosaicml/mpt-7b-instruct--configuration_mpt.MPTConfig",
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"AutoModelForCausalLM": "mosaicml/mpt-7b-instruct--modeling_mpt.MPTForCausalLM"
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},
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"d_model": 4096,
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"emb_pdrop": 0,
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"embedding_fraction": 1.0,
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"expansion_ratio": 4,
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"init_config": {
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"emb_init_std": null,
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"emb_init_uniform_lim": null,
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"fan_mode": "fan_in",
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"init_div_is_residual": true,
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"init_gain": 0,
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"init_nonlinearity": "relu",
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"init_std": 0.02,
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"name": "kaiming_normal_",
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"verbose": 0
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},
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"init_device": "cpu",
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"learned_pos_emb": true,
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"logit_scale": null,
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"max_seq_len": 2048,
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"model_type": "mpt",
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"n_heads": 32,
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"n_layers": 32,
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"no_bias": true,
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"norm_type": "low_precision_layernorm",
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"resid_pdrop": 0,
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"tokenizer_name": "EleutherAI/gpt-neox-20b",
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"torch_dtype": "float16",
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"transformers_version": "4.39.1",
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"use_cache": false,
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"verbose": 0,
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"vocab_size": 50432
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}
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"_name_or_path": "mosaicml/mpt-7b-instruct",
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"architectures": [
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"MptForCausalLM"
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"attn_config": {
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"auto_map": {
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"AutoModelForCausalLM": "mosaicml/mpt-7b-instruct--modeling_mpt.MPTForCausalLM"
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"d_model": 4096,
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"embedding_fraction": 1.0,
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"init_nonlinearity": "relu",
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"init_std": 0.02,
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"name": "kaiming_normal_",
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"init_device": "cpu",
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"learned_pos_emb": true,
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"n_heads": 32,
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"n_layers": 32,
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"no_bias": true,
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"norm_type": "low_precision_layernorm",
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"resid_pdrop": 0,
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"tokenizer_name": "EleutherAI/gpt-neox-20b",
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final_checkpoint/generation_config.json
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|
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|
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|
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|
|
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|
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|
| 200 |
}
|
| 201 |
}
|
special_tokens_map.json
CHANGED
|
@@ -1,21 +1,21 @@
|
|
| 1 |
{
|
| 2 |
"bos_token": {
|
| 3 |
-
"content": "
|
| 4 |
"lstrip": false,
|
| 5 |
"normalized": false,
|
| 6 |
"rstrip": false,
|
| 7 |
"single_word": false
|
| 8 |
},
|
| 9 |
"eos_token": {
|
| 10 |
-
"content": "
|
| 11 |
"lstrip": false,
|
| 12 |
"normalized": false,
|
| 13 |
"rstrip": false,
|
| 14 |
"single_word": false
|
| 15 |
},
|
| 16 |
-
"pad_token": "
|
| 17 |
"unk_token": {
|
| 18 |
-
"content": "
|
| 19 |
"lstrip": false,
|
| 20 |
"normalized": false,
|
| 21 |
"rstrip": false,
|
|
|
|
| 1 |
{
|
| 2 |
"bos_token": {
|
| 3 |
+
"content": "<|endoftext|>",
|
| 4 |
"lstrip": false,
|
| 5 |
"normalized": false,
|
| 6 |
"rstrip": false,
|
| 7 |
"single_word": false
|
| 8 |
},
|
| 9 |
"eos_token": {
|
| 10 |
+
"content": "<|endoftext|>",
|
| 11 |
"lstrip": false,
|
| 12 |
"normalized": false,
|
| 13 |
"rstrip": false,
|
| 14 |
"single_word": false
|
| 15 |
},
|
| 16 |
+
"pad_token": "<|endoftext|>",
|
| 17 |
"unk_token": {
|
| 18 |
+
"content": "<|endoftext|>",
|
| 19 |
"lstrip": false,
|
| 20 |
"normalized": false,
|
| 21 |
"rstrip": false,
|
tokenizer.json
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
CHANGED
|
@@ -1,9 +1,8 @@
|
|
| 1 |
{
|
| 2 |
-
"
|
| 3 |
-
"add_eos_token": false,
|
| 4 |
"added_tokens_decoder": {
|
| 5 |
"0": {
|
| 6 |
-
"content": "
|
| 7 |
"lstrip": false,
|
| 8 |
"normalized": false,
|
| 9 |
"rstrip": false,
|
|
@@ -11,33 +10,203 @@
|
|
| 11 |
"special": true
|
| 12 |
},
|
| 13 |
"1": {
|
| 14 |
-
"content": "
|
| 15 |
"lstrip": false,
|
| 16 |
"normalized": false,
|
| 17 |
"rstrip": false,
|
| 18 |
"single_word": false,
|
| 19 |
"special": true
|
| 20 |
},
|
| 21 |
-
"
|
| 22 |
-
"content": "
|
| 23 |
"lstrip": false,
|
| 24 |
-
"normalized":
|
| 25 |
"rstrip": false,
|
| 26 |
"single_word": false,
|
| 27 |
-
"special":
|
|
|
|
|
|
|
|
|
|
|
|
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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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|
|
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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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|
|
|
|
|
|
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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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|
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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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|
|
|
|
|
|
|
|
|
| 28 |
}
|
| 29 |
},
|
| 30 |
-
"
|
| 31 |
-
"
|
| 32 |
-
"
|
| 33 |
-
"
|
| 34 |
-
"
|
| 35 |
-
"
|
| 36 |
-
"
|
| 37 |
-
"pad_token": "</s>",
|
| 38 |
-
"sp_model_kwargs": {},
|
| 39 |
-
"spaces_between_special_tokens": false,
|
| 40 |
-
"tokenizer_class": "LlamaTokenizer",
|
| 41 |
-
"unk_token": "<unk>",
|
| 42 |
-
"use_default_system_prompt": false
|
| 43 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"add_prefix_space": false,
|
|
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|
| 3 |
"added_tokens_decoder": {
|
| 4 |
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|
| 5 |
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|
| 6 |
"lstrip": false,
|
| 7 |
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|
| 8 |
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|
|
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|
| 10 |
"special": true
|
| 11 |
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|
| 12 |
"1": {
|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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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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|
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|
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|
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|
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|
| 69 |
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|
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|
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|
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|
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|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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|
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|
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|
| 81 |
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
| 85 |
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|
| 86 |
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|
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|
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|
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|
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|
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|
| 94 |
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|
| 95 |
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|
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|
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|
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|
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| 102 |
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|
| 103 |
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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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| 131 |
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|
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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|
| 173 |
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|
| 174 |
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|
| 175 |
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|
| 176 |
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|
| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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|
| 185 |
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|
| 186 |
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|
| 187 |
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},
|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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},
|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
+
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|
| 201 |
+
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|
| 202 |
+
"special": false
|
| 203 |
}
|
| 204 |
},
|
| 205 |
+
"bos_token": "<|endoftext|>",
|
| 206 |
+
"clean_up_tokenization_spaces": true,
|
| 207 |
+
"eos_token": "<|endoftext|>",
|
| 208 |
+
"model_max_length": 2048,
|
| 209 |
+
"pad_token": "<|endoftext|>",
|
| 210 |
+
"tokenizer_class": "GPTNeoXTokenizer",
|
| 211 |
+
"unk_token": "<|endoftext|>"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 212 |
}
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 4475
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:96a468d1102d1d9c46447bce3b5a0a66d05ed25a247c1bee457c1a3971d444fa
|
| 3 |
size 4475
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