Commit
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add tinyllama_k=5_22
Browse files- tinyllama_k=5_22/README.md +58 -0
- tinyllama_k=5_22/all_results.json +8 -0
- tinyllama_k=5_22/config.json +28 -0
- tinyllama_k=5_22/generation_config.json +7 -0
- tinyllama_k=5_22/model.safetensors +3 -0
- tinyllama_k=5_22/special_tokens_map.json +30 -0
- tinyllama_k=5_22/tokenizer.json +0 -0
- tinyllama_k=5_22/tokenizer.model +3 -0
- tinyllama_k=5_22/tokenizer_config.json +41 -0
- tinyllama_k=5_22/train_results.json +8 -0
- tinyllama_k=5_22/trainer_state.json +66 -0
- tinyllama_k=5_22/training_args.bin +3 -0
tinyllama_k=5_22/README.md
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---
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base_model: ./output_models/tinyllama_k=5_21
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tags:
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- generated_from_trainer
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datasets:
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- customized
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model-index:
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- name: tinyllama_k=5_22
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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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# tinyllama_k=5_22
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This model is a fine-tuned version of [./output_models/tinyllama_k=5_21](https://huggingface.co/./output_models/tinyllama_k=5_21) on the customized 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-05
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- train_batch_size: 50
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- eval_batch_size: 1
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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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- total_train_batch_size: 400
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- total_eval_batch_size: 8
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_ratio: 0.01
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- num_epochs: 1.0
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### Training results
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### Framework versions
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- Transformers 4.37.0.dev0
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- Pytorch 2.1.2+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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tinyllama_k=5_22/all_results.json
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{
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"epoch": 1.0,
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"train_loss": 1.2366977334022522,
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"train_runtime": 22.8113,
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"train_samples": 2149,
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"train_samples_per_second": 94.208,
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"train_steps_per_second": 0.263
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}
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tinyllama_k=5_22/config.json
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{
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"_name_or_path": "./output_models/tinyllama_k=5_21",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"hidden_act": "silu",
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"hidden_size": 2048,
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"intermediate_size": 5632,
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"max_position_embeddings": 2048,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 22,
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"num_key_value_heads": 4,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.37.0.dev0",
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"use_cache": true,
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"vocab_size": 32000
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}
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tinyllama_k=5_22/generation_config.json
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"transformers_version": "4.37.0.dev0"
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}
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tinyllama_k=5_22/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1a6fecaacb499b63384642da193bb9b76d8279bfc017ac79f1de7786df291b5c
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size 2200119864
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tinyllama_k=5_22/special_tokens_map.json
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}
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tinyllama_k=5_22/tokenizer.json
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The diff for this file is too large to render.
See raw diff
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tinyllama_k=5_22/tokenizer.model
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version https://git-lfs.github.com/spec/v1
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tinyllama_k=5_22/tokenizer_config.json
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"sp_model_kwargs": {},
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"tokenizer_class": "LlamaTokenizer",
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"unk_token": "<unk>",
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tinyllama_k=5_22/train_results.json
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{
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}
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tinyllama_k=5_22/trainer_state.json
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],
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}
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tinyllama_k=5_22/training_args.bin
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version https://git-lfs.github.com/spec/v1
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