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# mixtral-4x-400M-pt

This model is a fine-tuned version of [qnguyen3/Mixtral-4x400M](https://huggingface.co/qnguyen3/Mixtral-4x400M) on the thevault_function_xsmall, the redpajama_v2_small, the tiny_strange_textbooks, the tiny_textbooks, the code_textbook, the the_stack_smol_xl_cleaned, the refinedweb_1m_medium, the minipile, the goodwiki, the wikipedia_vi, the mathpile_arxiv_medium, the mathpile_stackexchange, the mathpile_proofpile, the mathpile_wikipedia, the thevault_class_xsmall, the tiny_stories_envi, the pretrain_instruct_1, the pretrain_instruct_2 and the pretrain_instruct_code datasets.

## 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: 0.0003
- train_batch_size: 64
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 4
- total_train_batch_size: 1024
- total_eval_batch_size: 32
- optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-05
- lr_scheduler_type: cosine
- num_epochs: 3.0

### Training results



### Framework versions

- Transformers 4.37.1
- Pytorch 2.1.2+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1

{"license": "other", "tags": ["llama-factory", "generated_from_trainer"], "base_model": "qnguyen3/Mixtral-4x400M", "model-index": [{"name": "mixtral-4x-400M-pt", "results": []}]}
transformers safetensors mixtral text-generation llama-factory generated_from_trainer base_model:qnguyen3/Mixtral-4x400M license:other autotrain_compatible endpoints_compatible text-generation-inference region:us