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README.md
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---
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language:
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- en
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license:
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tags:
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- mistral
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- instruct
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- gpt4
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- synthetic data
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- distillation
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base_model:
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model-index:
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- name:
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results: []
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---
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#
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/60ca32d2e7bc4b029af088a0/pNId3MzUdSsI20XOM9Dsv.png)
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This model is a full fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on diverse Turkish datasets.
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The model is fully finetuned on translated datasets using [axolotl](https://github.com/OpenAccess-AI-Collective/axolotl). These datasets primarily consist of translated versions sourced from [teknium/OpenHermes-2.5](https://huggingface.co/datasets/teknium/OpenHermes-2.5) and the [Open-Orca/SlimOrca datasets](https://huggingface.co/datasets/Open-Orca/SlimOrca).
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<details><summary>See axolotl config</summary>
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axolotl version: `0.4.0`
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```yaml
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base_model: mistralai/Mistral-7B-v0.1
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model_type: MistralForCausalLM
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tokenizer_type: LlamaTokenizer
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load_in_8bit: false
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load_in_4bit: false
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strict: false
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datasets:
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- path: NovusResearch/OpenHermes-2.5-Translated-TR-sharegpt-style
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type: sharegpt
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conversation: chatml
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- path: data/merged_all.json
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ds_type: json
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type: sharegpt
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conversation: chatml
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dataset_prepared_path:
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val_set_size: 0.05
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output_dir: ./out
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sequence_len: 8192
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sample_packing: true
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pad_to_sequence_len: true
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eval_sample_packing: false
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wandb_project:
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wandb_entity:
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wandb_watch:
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wandb_name:
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wandb_log_model:
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gradient_accumulation_steps: 4
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micro_batch_size: 2
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num_epochs: 2
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optimizer: adamw_bnb_8bit
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lr_scheduler: cosine
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learning_rate: 0.000005
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train_on_inputs: false
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group_by_length: false
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bf16: auto
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fp16:
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tf32: false
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gradient_checkpointing: true
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early_stopping_patience:
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resume_from_checkpoint:
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local_rank:
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logging_steps: 1
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xformers_attention:
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flash_attention: true
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## Use
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wandb_project: full_finetune
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wandb_entity:
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wandb_watch:
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wandb_name:
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wandb_log_model:
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warmup_steps: 10
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evals_per_epoch: 0
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eval_table_size:
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eval_max_new_tokens: 128
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saves_per_epoch: 1
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debug:
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deepspeed:
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weight_decay: 0.0
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fsdp:
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fsdp_config:
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special_tokens:
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bos_token: "<s>"
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eos_token: "<|im_end|>"
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unk_token: "<unk>"
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tokens:
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- "<|im_start|>"
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```
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</details><br>
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---
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language:
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- en
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license: cc-by-nc-4.0
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tags:
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- mistral
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- instruct
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- gpt4
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- synthetic data
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- distillation
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base_model: mlabonne/NeuralDaredevil-7B
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model-index:
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- name: Novus-7b-tr_v1
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results: []
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---
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# Novus-7b-tr_v1
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