Upload folder using huggingface_hub
Browse files- README.md +72 -0
- all_results.json +15 -0
- config.json +25 -0
- eval_results.json +10 -0
- generation_config.json +6 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +5 -0
- tokenizer.json +0 -0
- tokenizer_config.json +9 -0
- train_results.json +8 -0
- trainer_state.json +4450 -0
- training_args.bin +3 -0
README.md
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| 1 |
+
---
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tags:
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- generated_from_trainer
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datasets:
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- /pfs/lustrep4/scratch/project_462000259/shared_datasets/modified_200/modified_200/
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metrics:
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- accuracy
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model-index:
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- name: layer_0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31
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results:
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- task:
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name: Causal Language Modeling
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type: text-generation
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dataset:
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name: /pfs/lustrep4/scratch/project_462000259/shared_datasets/modified_200/modified_200/
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type: /pfs/lustrep4/scratch/project_462000259/shared_datasets/modified_200/modified_200/
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.05919863214460186
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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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# layer_0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31
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This model is a fine-tuned version of [/pfs/lustrep4/scratch/project_462000259/shared_models/pythia-2.8b-deduped-base/pythia-2.8b-deduped](https://huggingface.co//pfs/lustrep4/scratch/project_462000259/shared_models/pythia-2.8b-deduped-base/pythia-2.8b-deduped) on the /pfs/lustrep4/scratch/project_462000259/shared_datasets/modified_200/modified_200/ dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.9966
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- Accuracy: 0.0592
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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: 1
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- eval_batch_size: 2
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 16
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 64
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- total_eval_batch_size: 32
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- optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
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- lr_scheduler_type: linear
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- training_steps: 14484
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### Training results
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### Framework versions
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- Transformers 4.28.1
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- Pytorch 2.0.1+rocm5.4.2
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- Datasets 2.11.0
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- Tokenizers 0.13.3
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all_results.json
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{
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"epoch": 2.0,
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"eval_accuracy": 0.05919863214460186,
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| 4 |
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"eval_loss": 0.99658203125,
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| 5 |
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"eval_runtime": 3570.0632,
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| 6 |
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"eval_samples": 2500,
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| 7 |
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"eval_samples_per_second": 0.7,
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| 8 |
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"eval_steps_per_second": 0.022,
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| 9 |
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"perplexity": 2.7090066862185878,
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| 10 |
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"train_loss": 0.26028791997551887,
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| 11 |
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"train_runtime": 64104.6589,
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| 12 |
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"train_samples": 463392,
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| 13 |
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"train_samples_per_second": 14.46,
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"train_steps_per_second": 0.226
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}
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config.json
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{
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"_name_or_path": "/pfs/lustrep4/scratch/project_462000259/shared_models/pythia-2.8b-deduped-base/pythia-2.8b-deduped",
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| 3 |
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"architectures": [
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"GPTNeoXForCausalLM"
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],
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"bos_token_id": 0,
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"eos_token_id": 0,
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"hidden_act": "gelu",
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"hidden_size": 2560,
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"initializer_range": 0.02,
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"intermediate_size": 10240,
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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": 32,
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"num_hidden_layers": 32,
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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": "float16",
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"transformers_version": "4.28.1",
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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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eval_results.json
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{
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"epoch": 2.0,
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"eval_accuracy": 0.05919863214460186,
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| 4 |
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"eval_loss": 0.99658203125,
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| 5 |
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"eval_runtime": 3570.0632,
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| 6 |
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"eval_samples": 2500,
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| 7 |
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"eval_samples_per_second": 0.7,
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| 8 |
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"eval_steps_per_second": 0.022,
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| 9 |
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"perplexity": 2.7090066862185878
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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": "4.28.1"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:a7343f52dc99a716d19c86729fecd480682607fec239041c3f158fa45b197023
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size 5684722699
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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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"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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"bos_token": "<|endoftext|>",
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"clean_up_tokenization_spaces": true,
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"eos_token": "<|endoftext|>",
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| 6 |
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"model_max_length": 1000000000000000019884624838656,
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| 7 |
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"tokenizer_class": "GPTNeoXTokenizer",
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"unk_token": "<|endoftext|>"
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}
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train_results.json
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{
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"epoch": 2.0,
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"train_loss": 0.26028791997551887,
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| 4 |
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"train_runtime": 64104.6589,
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| 5 |
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"train_samples": 463392,
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| 6 |
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"train_samples_per_second": 14.46,
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| 7 |
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"train_steps_per_second": 0.226
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}
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trainer_state.json
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