End of training
Browse files- README.md +106 -0
- config.json +29 -0
- generation_config.json +6 -0
- model.safetensors +3 -0
- special_tokens_map.json +6 -0
- tokenizer.json +0 -0
- tokenizer_config.json +212 -0
- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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base_model: EleutherAI/pythia-70m-deduped
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tags:
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- generated_from_trainer
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model-index:
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- name: results
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# results
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This model is a fine-tuned version of [EleutherAI/pythia-70m-deduped](https://huggingface.co/EleutherAI/pythia-70m-deduped) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.2691
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 100
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- eval_batch_size: 100
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 2.852 | 0.1 | 1 | 3.1074 |
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| 3.0923 | 0.2 | 2 | 2.3879 |
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| 2.3371 | 0.3 | 3 | 2.1025 |
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| 2.1166 | 0.4 | 4 | 1.9761 |
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| 2.0538 | 0.5 | 5 | 1.8446 |
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| 1.8972 | 0.6 | 6 | 1.7470 |
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| 1.8356 | 0.7 | 7 | 1.6615 |
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| 1.702 | 0.8 | 8 | 1.6187 |
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| 1.6907 | 0.9 | 9 | 1.6626 |
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| 1.5877 | 1.0 | 10 | 1.6192 |
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| 1.6332 | 1.1 | 11 | 1.5464 |
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| 1.4906 | 1.2 | 12 | 1.5091 |
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| 1.5267 | 1.3 | 13 | 1.4850 |
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| 1.4857 | 1.4 | 14 | 1.4572 |
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| 1.4247 | 1.5 | 15 | 1.4319 |
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| 1.4815 | 1.6 | 16 | 1.4207 |
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| 1.3584 | 1.7 | 17 | 1.4092 |
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| 1.4812 | 1.8 | 18 | 1.4196 |
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| 1.4381 | 1.9 | 19 | 1.4021 |
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| 1.453 | 2.0 | 20 | 1.4013 |
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| 1.3468 | 2.1 | 21 | 1.3781 |
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| 1.3327 | 2.2 | 22 | 1.3598 |
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| 1.3623 | 2.3 | 23 | 1.3516 |
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| 1.2876 | 2.4 | 24 | 1.3384 |
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| 1.374 | 2.5 | 25 | 1.3366 |
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| 1.3863 | 2.6 | 26 | 1.3265 |
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| 1.3327 | 2.7 | 27 | 1.3186 |
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| 1.2886 | 2.8 | 28 | 1.3130 |
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| 1.3842 | 2.9 | 29 | 1.3024 |
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| 1.3105 | 3.0 | 30 | 1.2986 |
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| 1.2331 | 3.1 | 31 | 1.2966 |
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| 1.3227 | 3.2 | 32 | 1.2954 |
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| 1.2923 | 3.3 | 33 | 1.2928 |
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| 1.2976 | 3.4 | 34 | 1.2901 |
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| 1.3207 | 3.5 | 35 | 1.2879 |
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| 1.2455 | 3.6 | 36 | 1.2834 |
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| 1.2546 | 3.7 | 37 | 1.2779 |
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| 1.2999 | 3.8 | 38 | 1.2744 |
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| 1.2484 | 3.9 | 39 | 1.2723 |
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| 1.281 | 4.0 | 40 | 1.2720 |
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| 1.2134 | 4.1 | 41 | 1.2722 |
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| 1.214 | 4.2 | 42 | 1.2721 |
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| 1.3031 | 4.3 | 43 | 1.2715 |
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| 1.2174 | 4.4 | 44 | 1.2708 |
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| 1.2359 | 4.5 | 45 | 1.2703 |
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| 1.2578 | 4.6 | 46 | 1.2699 |
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| 1.2815 | 4.7 | 47 | 1.2695 |
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| 1.2866 | 4.8 | 48 | 1.2693 |
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| 1.2878 | 4.9 | 49 | 1.2691 |
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| 1.2214 | 5.0 | 50 | 1.2691 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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config.json
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{
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"_name_or_path": "EleutherAI/pythia-70m-deduped",
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"architectures": [
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"GPTNeoXForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"classifier_dropout": 0.1,
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"eos_token_id": 0,
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"hidden_act": "gelu",
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"hidden_dropout": 0.0,
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"hidden_size": 512,
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"initializer_range": 0.02,
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"intermediate_size": 2048,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 2048,
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"model_type": "gpt_neox",
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"num_attention_heads": 8,
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"num_hidden_layers": 6,
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"rope_scaling": null,
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"rotary_emb_base": 10000,
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"rotary_pct": 0.25,
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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"use_cache": true,
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"use_parallel_residual": true,
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"vocab_size": 50304
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 0,
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"eos_token_id": 0,
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"transformers_version": "4.35.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:aa11ba5d2681e36480f82c6b83fc1edcf601b2f0ccff2aafcad10b0a6da2d52c
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size 281715176
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special_tokens_map.json
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{
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"bos_token": "<|endoftext|>",
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"eos_token": "<|endoftext|>",
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"pad_token": "<|endoftext|>",
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"unk_token": "<|endoftext|>"
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}
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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
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{
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"add_prefix_space": false,
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|
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|
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|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:1df912fb63d8e5174ea540eec03bf8bc75d4c1aa4089da2a600316cf27f2d9be
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3 |
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size 4536
|