Model save
Browse files- .gitattributes +1 -0
- README.md +60 -0
- all_results.json +8 -0
- config.json +28 -0
- generation_config.json +7 -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 +261 -0
- special_tokens_map.json +34 -0
- tokenizer.json +3 -0
- tokenizer_config.json +70 -0
- train_results.json +8 -0
- trainer_state.json +120 -0
- training_args.bin +3 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: other
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base_model: lewtun/gemma-7b-sft-full-openhermes-v0
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tags:
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- trl
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- dpo
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- generated_from_trainer
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model-index:
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- name: gemma-7b-dpo-full-openhermes-mix1-beta-0.05
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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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# gemma-7b-dpo-full-openhermes-mix1-beta-0.05
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This model is a fine-tuned version of [lewtun/gemma-7b-sft-full-openhermes-v0](https://huggingface.co/lewtun/gemma-7b-sft-full-openhermes-v0) on the None dataset.
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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-07
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- train_batch_size: 2
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- eval_batch_size: 4
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 8
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 128
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- total_eval_batch_size: 32
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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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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 1
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### Training results
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### Framework versions
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- Transformers 4.39.0.dev0
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- Pytorch 2.1.2+cu121
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- Datasets 2.14.6
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- Tokenizers 0.15.1
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all_results.json
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{
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"epoch": 0.99,
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"train_loss": 0.5969172991239108,
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"train_runtime": 576.3983,
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"train_samples": 6750,
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"train_samples_per_second": 11.711,
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"train_steps_per_second": 0.09
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}
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config.json
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{
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"_name_or_path": "lewtun/gemma-7b-sft-full-openhermes-v0",
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"architectures": [
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"GemmaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"head_dim": 256,
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"hidden_act": "gelu",
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"hidden_size": 3072,
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"max_position_embeddings": 8192,
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"model_type": "gemma",
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"num_attention_heads": 16,
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"num_hidden_layers": 28,
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"num_key_value_heads": 16,
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"pad_token_id": 0,
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"rms_norm_eps": 1e-06,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.39.0.dev0",
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"use_cache": false,
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"vocab_size": 256000
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}
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generation_config.json
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special_tokens_map.json
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@@ -0,0 +1,34 @@
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{
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tokenizer.json
ADDED
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version https://git-lfs.github.com/spec/v1
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size 17477473
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tokenizer_config.json
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training_args.bin
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