Training in progress, step 500
Browse files- README.md +63 -0
- config.json +32 -0
- generation_config.json +6 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
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---
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library_name: transformers
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license: apache-2.0
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base_model: HuggingFaceTB/SmolLM2-360M
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: fine-tuned-smolLM2-physics_10
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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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# fine-tuned-smolLM2-physics_10
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This model is a fine-tuned version of [HuggingFaceTB/SmolLM2-360M](https://huggingface.co/HuggingFaceTB/SmolLM2-360M) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4107
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- Accuracy: 0.1565
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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: 2e-05
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- train_batch_size: 2
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- eval_batch_size: 2
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- seed: 42
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- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 0.6273 | 1.0 | 40 | 0.8006 | 0.0231 |
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| 0.3887 | 2.0 | 80 | 0.4202 | 0.1566 |
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| 0.324 | 3.0 | 120 | 0.4107 | 0.1565 |
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### Framework versions
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- Transformers 4.46.2
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- Pytorch 2.4.1+cu121
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- Datasets 3.1.0
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- Tokenizers 0.20.3
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config.json
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{
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"_name_or_path": "HuggingFaceTB/SmolLM2-360M",
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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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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"eos_token_id": 0,
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"head_dim": 64,
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"hidden_act": "silu",
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"hidden_size": 960,
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"initializer_range": 0.02,
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"intermediate_size": 2560,
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"is_llama_config": true,
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"max_position_embeddings": 8192,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 15,
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"num_hidden_layers": 32,
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"num_key_value_heads": 5,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_interleaved": false,
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"rope_scaling": null,
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"rope_theta": 100000,
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"tie_word_embeddings": true,
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"torch_dtype": "float32",
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"transformers_version": "4.46.2",
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"use_cache": true,
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"vocab_size": 49152
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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": "4.46.2"
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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 sha256:3477ebee3611023de29e377d87611a7239a1a23e318ab0c7101c4fea5d7f9f32
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size 1447317080
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:79f8dba5aecc85a07a7f577f7d185099efc28ffd3e2c206720cc016c121ed8b7
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size 5304
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