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README.md
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A finetune ontop of the orginial Francois-PE model that incorporates KTO to increase coherency and prose. The model aims to have short and sweet prose.
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# Quants
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GGUF:
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EXL2 :
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## Prompting
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Model has been tuned with the ChatML formatting. A typical input would look like this:
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```py
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"""<|im_start|>user
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Hi there!<|im_end|>
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<|im_start|>assistant
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Nice to meet you!<|im_end|>
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<|im_start|>user
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Can I ask a question?<|im_end|>
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<|im_start|>assistant
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"""
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```
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## System Prompting
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I would highly recommend using either Euryale's system prompt or the EVA system prompt with the model.
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<details><summary>See Sao10k's Euryale System Prompt</summary>
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```
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Currently, your role is {{char}}, described in detail below. As {{char}}, continue the narrative exchange with {{user}}.
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<Guidelines>
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• Maintain the character persona but allow it to evolve with the story.
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• Be creative and proactive. Drive the story forward, introducing plotlines and events when relevant.
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• All types of outputs are encouraged; respond accordingly to the narrative.
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• Include dialogues, actions, and thoughts in each response.
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• Utilize all five senses to describe scenarios within {{char}}'s dialogue.
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• Use emotional symbols such as "!" and "~" in appropriate contexts.
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• Incorporate onomatopoeia when suitable.
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• Allow time for {{user}} to respond with their own input, respecting their agency.
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• Act as secondary characters and NPCs as needed, and remove them when appropriate.
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• When prompted for an Out of Character [OOC:] reply, answer neutrally and in plaintext, not as {{char}}.
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</Guidelines>
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<Forbidden>
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• Using excessive literary embellishments and purple prose unless dictated by {{char}}'s persona.
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• Writing for, speaking, thinking, acting, or replying as {{user}} in your response.
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• Repetitive and monotonous outputs.
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• Positivity bias in your replies.
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• Being overly extreme or NSFW when the narrative context is inappropriate.
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</Forbidden>Thanks to Po
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Follow the instructions in <Guidelines></Guidelines>, avoiding the items listed in <Forbidden></Forbidden>.
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```
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</details><br>
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## Axolotl config
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<details><summary>See axolotl config</summary>
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Axolotl version: ` 0.5.0`
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```yaml
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base_model: Delta-Vector_Francois-PE-12B
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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: kto
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kto_undesirable_weight: 1.0
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#datasets:
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# - ds_type: json
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# data_files:
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# - NewEden/Ohashi-accepted-Hermes-rejected
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# split: train
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# type: chatml.argilla
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datasets:
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- path: NewEden/Opus-accepted-hermes-rejected-shuffled
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split: train
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type: chatml.argilla
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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: ./francois-PE-kto-r1
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remove_unused_columns: false
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adapter: lora
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lora_model_dir:
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sequence_len: 8192
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pad_to_sequence_len: false
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lora_r: 64
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lora_alpha: 32
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lora_dropout: 0.0
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lora_target_linear: true
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lora_fan_in_fan_out:
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lora_target_modules:
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- gate_proj
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- down_proj
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- up_proj
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- q_proj
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- v_proj
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- k_proj
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- o_proj
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wandb_project: KTO-NeMo
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wandb_entity:
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wandb_watch:
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wandb_name: Ohashi-accepted-hermes-rejected-r1
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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: 1---
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tags:
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- chat
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datasets:
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- NewEden/OpenCAI-ShareGPT
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- NewEden/vanilla-backrooms-claude-sharegpt
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- anthracite-org/kalo_opus_misc_240827
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- anthracite-org/kalo_misc_part2
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- NewEden/RP-logs-V2-Experimental
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- NewEden/BlueSky-Experimental-sharegpt
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- NewEden/Misc-Mang-Sharegpt
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- NewEden/Opus-accepted-hermes-rejected-shuffled
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Language:
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- En
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Pipeline_tag: text-generation
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Base_model: Delta-Vector/Francois-PE-12B
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Tags:
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- Chat
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---
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A finetune ontop of the orginial Francois-PE model that incorporates KTO to increase coherency and prose. The model aims to have short and sweet prose.
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A finetune ontop of the orginial Francois-PE model that incorporates KTO to increase coherency and prose. The model aims to have short and sweet prose.
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