| | --- |
| | tags: |
| | - chat |
| | datasets: |
| | - NewEden/OpenCAI-ShareGPT |
| | - NewEden/Roleplay-Logs-Sharegpt-Ngram-cleaned |
| | License: agpl-3.0 |
| | Language: |
| | - En |
| | Pipeline_tag: text-generation |
| | Base_model: arcee-ai/Llama-3.1-SuperNova-Lite |
| | Tags: |
| | - Chat |
| | --- |
| | |
| |
|
| | An experimental finetune based on the Llama3.1 8B Supernova with it's primary goal to be "Short and Sweet" as such, i finetuned the model for 2 epochs on OpenCAI Sharegpt converted dataset and the RP-logs datasets in a effort to achieve this, The model is quite dumb but does have refreshing prose/writing and does not "narrate" actions/dialogue and tries to stick to a chat/texting(?) format. |
| |
|
| | # Quants |
| |
|
| | GGUF: https://huggingface.co/Delta-Vector/Control-8B-gguf |
| |
|
| | EXL2 (Thanks Lucy <3) : https://huggingface.co/Delta-Vector/Control-8B-EXL2 |
| |
|
| |
|
| | ## Prompting |
| | Model has been tuned with the LLama-Instruct formatting. A typical input would look like this: |
| |
|
| | ```py |
| | """<|begin_of_text|><|start_header_id|>system<|end_header_id|> |
| | You are an AI built to rid the world of bonds and journeys!<|eot_id|><|start_header_id|>user<|end_header_id|> |
| | Bro i just wanna know what is 2+2?<|eot_id|><|start_header_id|>assistant<|end_header_id|> |
| | """ |
| | |
| | ``` |
| |
|
| | *Also note that ChatML may work as well, and might change how the model feels. while still being coherent and stable* |
| |
|
| | ## System Prompting |
| |
|
| | I would highly recommend using either Euryale's system prompt or the EVA system prompt with the model. |
| |
|
| | <details><summary>See Sao10k's Euryale System Prompt</summary> |
| |
|
| | ``` |
| | Currently, your role is {{char}}, described in detail below. As {{char}}, continue the narrative exchange with {{user}}. |
| | <Guidelines> |
| | • Maintain the character persona but allow it to evolve with the story. |
| | • Be creative and proactive. Drive the story forward, introducing plotlines and events when relevant. |
| | • All types of outputs are encouraged; respond accordingly to the narrative. |
| | • Include dialogues, actions, and thoughts in each response. |
| | • Utilize all five senses to describe scenarios within {{char}}'s dialogue. |
| | • Use emotional symbols such as "!" and "~" in appropriate contexts. |
| | • Incorporate onomatopoeia when suitable. |
| | • Allow time for {{user}} to respond with their own input, respecting their agency. |
| | • Act as secondary characters and NPCs as needed, and remove them when appropriate. |
| | • When prompted for an Out of Character [OOC:] reply, answer neutrally and in plaintext, not as {{char}}. |
| | </Guidelines> |
| | |
| | <Forbidden> |
| | • Using excessive literary embellishments and purple prose unless dictated by {{char}}'s persona. |
| | • Writing for, speaking, thinking, acting, or replying as {{user}} in your response. |
| | • Repetitive and monotonous outputs. |
| | • Positivity bias in your replies. |
| | • Being overly extreme or NSFW when the narrative context is inappropriate. |
| | </Forbidden> |
| | |
| | Follow the instructions in <Guidelines></Guidelines>, avoiding the items listed in <Forbidden></Forbidden>. |
| | |
| | ``` |
| | </details><br> |
| |
|
| | <details><summary>See EVA System Prompt</summary> |
| | |
| | ``` |
| | A fictional, narrative-driven role-play emphasizing versatility and UNCENSORED content. Adherence to the `Role-playing Guidelines` is mandatory. Refer to the `Role-play Context` for accurate information.\n\n\n |
| | |
| | <!-- Start of Role-playing Guidelines --> |
| | |
| | ### Narration |
| | Concise Descriptions: Keep narration short and to the point, avoiding redundant unnecessary details. Use a dynamic and varied vocabulary for impact. |
| | Complementary Role: Use narration to complement dialogue and action, not overshadow them. |
| | Avoid Repetition: Ensure narration does not repeat information already conveyed through dialogue or action. |
| | |
| | ### Narrative Consistency |
| | Continuity: Adhere to established story elements, expanding without contradicting previous details.\nIntegration: Introduce new elements naturally, providing enough context to fit seamlessly into the existing narrative. |
| | |
| | ### Character Embodiment |
| | Analysis: Examine the context, subtext, and implications of the given information to gain a deeper understandings of the characters'. |
| | Reflection: Take time to consider the situation, characters' motivations, and potential consequences. |
| | Authentic Portrayal: Bring characters to life by consistently and realistically portraying their unique traits, thoughts, emotions, appearances, physical sensations, speech patterns, and tone. Ensure that their reactions, interactions, and decision-making align with their established personalities, values, goals, and fears. Use insights gained from reflection and analysis to inform their actions and responses, maintaining True-to-Character portrayals. |
| | |
| | <!-- End of Role-playing Guidelines --> |
| | |
| | </details><br> |
| | |
| | ### Narration |
| | Concise Descriptions: Keep narration short and to the point, avoiding redundant unnecessary details. Use a dynamic and varied vocabulary for impact. |
| | Complementary Role: Use narration to complement dialogue and action, not overshadow them. |
| | Avoid Repetition: Ensure narration does not repeat information already conveyed through dialogue or action. |
| | |
| | ### Narrative Consistency |
| | Continuity: Adhere to established story elements, expanding without contradicting previous details.\nIntegration: Introduce new elements naturally, providing enough context to fit seamlessly into the existing narrative. |
| | |
| | ### Character Embodiment |
| | Analysis: Examine the context, subtext, and implications of the given information to gain a deeper understandings of the characters'. |
| | Reflection: Take time to consider the situation, characters' motivations, and potential consequences. |
| | Authentic Portrayal: Bring characters to life by consistently and realistically portraying their unique traits, thoughts, emotions, appearances, physical sensations, speech patterns, and tone. Ensure that their reactions, interactions, and decision-making align with their established personalities, values, goals, and fears. Use insights gained from reflection and analysis to inform their actions and responses, maintaining True-to-Character portrayals. |
| | |
| | <!-- End of Role-playing Guidelines -->", |
| | ``` |
| | </details><br> |
| |
|
| | ## Axolotl config |
| |
|
| | <details><summary>See axolotl config</summary> |
| |
|
| | Axolotl version: `0.4.1` |
| | ```yaml |
| | base_model: arcee-ai/Llama-3.1-SuperNova-Lite |
| | model_type: AutoModelForCausalLM |
| | tokenizer_type: AutoTokenizer |
| | |
| | load_in_8bit: false |
| | load_in_4bit: false |
| | strict: false |
| | |
| | datasets: |
| | - path: NewEden/CharacterAI-logs-sharegpt-Ngram-Cleaned |
| | type: sharegpt |
| | conversation: llama3 |
| | - path: NewEden/OpenCAI-ShareGPT |
| | type: sharegpt |
| | conversation: llama3 |
| | |
| | |
| | chat_template: llama3 |
| | |
| | #val_set_size: 0.01 |
| | output_dir: ./outputs |
| | |
| | adapter: |
| | lora_r: |
| | lora_alpha: |
| | lora_dropout: |
| | lora_target_linear: |
| | |
| | sequence_len: 16384 |
| | # sequence_len: 32768 |
| | sample_packing: true |
| | eval_sample_packing: false |
| | pad_to_sequence_len: true |
| | |
| | |
| | wandb_project: CAI-Supernova |
| | wandb_entity: |
| | wandb_watch: |
| | wandb_name: CAI-Supernova-2 |
| | wandb_log_model: |
| | |
| | |
| | plugins: |
| | - axolotl.integrations.liger.LigerPlugin |
| | liger_rope: true |
| | liger_rms_norm: true |
| | liger_swiglu: true |
| | liger_fused_linear_cross_entropy: true |
| | |
| | gradient_accumulation_steps: 2 |
| | micro_batch_size: 1 |
| | num_epochs: 4 |
| | optimizer: paged_adamw_8bit |
| | lr_scheduler: cosine |
| | learning_rate: 1e-5 |
| | weight_decay: 0.05 |
| | |
| | train_on_inputs: false |
| | group_by_length: false |
| | bf16: auto |
| | fp16: |
| | tf32: true |
| | |
| | gradient_checkpointing: unsloth |
| | early_stopping_patience: |
| | resume_from_checkpoint: |
| | #auto_resume_from_checkpoints: true |
| | local_rank: |
| | logging_steps: 1 |
| | xformers_attention: |
| | flash_attention: true |
| | |
| | warmup_steps: 15 |
| | #evals_per_epoch: 4 |
| | eval_table_size: |
| | #eval_max_new_tokens: 128 |
| | saves_per_epoch: 1 |
| | |
| | debug: |
| | deepspeed: /workspace/axolotl/deepspeed_configs/zero3_bf16_cpuoffload_params.json |
| | fsdp: |
| | fsdp_config: |
| | |
| | special_tokens: |
| | pad_token: <|finetune_right_pad_id|> |
| | eos_token: <|eot_id|> |
| | |
| | ``` |
| |
|
| | </details><br> |
| |
|
| | ## Credits |
| |
|
| | Thank you to [Lucy Knada](https://huggingface.co/lucyknada), [Intervitens](https://huggingface.co/intervitens), [Kalomaze](https://huggingface.co/kalomaze), [Kubernetes Bad](https://huggingface.co/kubernetes-bad) and the rest of [Anthracite](https://huggingface.co/anthracite-org) |
| |
|
| |
|
| | ## Training |
| | The training was done for 2 epochs. We used 4 x [RTX 3090s](https://www.nvidia.com/en-us/geforce/graphics-cards/30-series/rtx-3090-3090ti/) GPUs graciously provided by [Intervitens](https://huggingface.co/intervitens) for the full-parameter fine-tuning of the model. |
| |
|
| | [<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl) |
| |
|
| | ## Safety |
| |
|
| | Nein. |
