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README.md
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license: cc-by-nc-4.0
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base_model: NeverSleep/Noromaid-7B-0.4
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tags:
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- generated_from_trainer
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model-index:
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- name: out-dpo
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results: []
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---
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tokenizer_type: LlamaTokenizer
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is_mistral_derived_model: true
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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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rl: true
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datasets:
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- path: Intel/orca_dpo_pairs
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split: train
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type: intel_apply_chatml
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- path: NobodyExistsOnTheInternet/ToxicDPOqa
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split: train
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type: intel_apply_chatml
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- path: Undi95/toxic-dpo-v0.1-NoWarning
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split: train
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type: intel_apply_chatml
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dataset_prepared_path: last_run_prepared
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val_set_size: 0.0
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output_dir: ./out-dpo
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save_total_limit: 3
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sequence_len: 2048
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sample_packing: false
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pad_to_sequence_len: false
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wandb_project: Noromaid-Chatml-dpo
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wandb_entity:
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wandb_watch:
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wandb_run_id:
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wandb_log_model:
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gradient_accumulation_steps: 16
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micro_batch_size: 2
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num_epochs: 1
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optimizer: paged_adamw_8bit
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lr_scheduler: cosine
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learning_rate: 2e-8
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train_on_inputs: false
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group_by_length: false
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bf16: true
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fp16: false
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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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warmup_steps: 10
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eval_steps:
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eval_table_size:
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eval_table_max_new_tokens: 128
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debug:
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deepspeed:
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weight_decay: 0.1
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fsdp:
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fsdp_config:
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special_tokens:
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eos_token: "<|im_end|>"
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tokens:
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- "<|im_start|>"
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save_safetensors: true
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saves_per_epoch: 2
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```
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##
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- total_train_batch_size: 32
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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_steps: 10
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- training_steps: 626
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- Pytorch 2.0.1+cu118
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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---
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license: cc-by-nc-4.0
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---
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---
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# This model is a collab between [IkariDev](https://huggingface.co/IkariDev) and [Undi](https://huggingface.co/Undi95)!
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<!-- description start -->
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## Description
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<!-- [Recommended settings - contributed by localfultonextractor](https://files.catbox.moe/ue0tja.json) -->
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This repo contains fp16 files of Noromaid-7b-v0.4-DPO.
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[FP16 - by IkariDev and Undi](https://huggingface.co/NeverSleep/Noromaid-7B-0.4-DPO)
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<!-- [GGUF - By TheBloke](https://huggingface.co/TheBloke/Athena-v4-GGUF)-->
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<!-- [GPTQ - By TheBloke](https://huggingface.co/TheBloke/Athena-v4-GPTQ)-->
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<!-- [exl2[8bpw-8h] - by AzureBlack](https://huggingface.co/AzureBlack/Echidna-13b-v0.3-8bpw-8h-exl2)-->
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<!-- [AWQ - By TheBloke](https://huggingface.co/TheBloke/Athena-v4-AWQ)-->
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<!-- [fp16 - by IkariDev+Undi95](https://huggingface.co/IkariDev/Athena-v4)-->
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[GGUF - by IkariDev and Undi](https://huggingface.co/NeverSleep/Noromaid-7B-0.4-DPO-GGUF)
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<!-- [OLD(GGUF - by IkariDev+Undi95)](https://huggingface.co/IkariDev/Athena-v4-GGUF)-->
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## Ratings:
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Note: We have permission of all users to upload their ratings, we DONT screenshot random reviews without asking if we can put them here!
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No ratings yet!
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If you want your rating to be here, send us a message over on DC and we'll put up a screenshot of it here. DC name is "ikaridev" and "undi".
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<!-- description end -->
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<!-- prompt-template start -->
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## Prompt format: Chatml
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```
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<|im_start|>system
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{sysprompt}<|im_end|>
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<|im_start|>user
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{input}<|im_end|>
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<|im_start|>assistant
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{output}<|im_end|>
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```
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## Training data used:
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- [no_robots dataset](https://huggingface.co/Undi95/Llama2-13B-no_robots-alpaca-lora) let the model have more human behavior, enhances the output.
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- [Aesir Private RP dataset] New data from a new and never used before dataset, add fresh data, no LimaRP spam, this is 100% new. Thanks to the [MinvervaAI Team](https://huggingface.co/MinervaAI) and, in particular, [Gryphe](https://huggingface.co/Gryphe) for letting us use it!
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- [Another private Aesir dataset]
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- [Another private Aesir dataset]
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- [limarp](https://huggingface.co/datasets/lemonilia/LimaRP)
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## DPO training data used:
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- [Intel/orca_dpo_pairs](https://huggingface.co/datasets/Intel/orca_dpo_pairs)
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- [NobodyExistsOnTheInternet/ToxicDPOqa](https://huggingface.co/datasets/NobodyExistsOnTheInternet/ToxicDPOqa)
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- [Undi95/toxic-dpo-v0.1-NoWarning](https://huggingface.co/datasets/Undi95/toxic-dpo-v0.1-NoWarning)
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This is a full finetune.
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## Others
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Undi: If you want to support me, you can [here](https://ko-fi.com/undiai).
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IkariDev: Visit my [retro/neocities style website](https://ikaridevgit.github.io/) please kek
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