diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..d559cab09a5b4503eac7d14d64c06b4d4ac1ff8c --- /dev/null +++ b/README.md @@ -0,0 +1,55 @@ +--- +base_model: EleutherAI/pythia-14m +tags: +- generated_from_trainer +model-index: +- name: robust_llm_B402E4EF12742ED7_from_EleutherAI_pythia-14m + results: [] +--- + + + +# robust_llm_B402E4EF12742ED7_from_EleutherAI_pythia-14m + +This model is a fine-tuned version of [EleutherAI/pythia-14m](https://huggingface.co/EleutherAI/pythia-14m) on an unknown dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 1e-05 +- train_batch_size: 4 +- eval_batch_size: 32 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 2 +- total_train_batch_size: 8 +- total_eval_batch_size: 64 +- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 +- lr_scheduler_type: linear +- num_epochs: 1 + +### Training results + + + +### Framework versions + +- Transformers 4.37.2 +- Pytorch 2.2.0 +- Datasets 2.17.0 +- Tokenizers 0.15.2 diff --git a/config.json b/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ee247db687d2dddc1982209acd159ba7eac24298 --- /dev/null +++ b/config.json @@ -0,0 +1,32 @@ +{ + "_name_or_path": "EleutherAI/pythia-14m", + "architectures": [ + "GPTNeoXForSequenceClassification" + ], + "attention_bias": true, + "attention_dropout": 0.0, + "bos_token_id": 0, + "classifier_dropout": 0.1, + "eos_token_id": 0, + "hidden_act": "gelu", + "hidden_dropout": 0.0, + "hidden_size": 128, + "initializer_range": 0.02, + "intermediate_size": 512, + "layer_norm_eps": 1e-05, + "max_position_embeddings": 2048, + "model_type": "gpt_neox", + "num_attention_heads": 4, + "num_hidden_layers": 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