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---
thumbnail: "https://cdn-uploads.huggingface.co/production/uploads/66c26b6fb01b19d8c3c2467b/jg2NWmCUfPyzizm2USjMt.jpeg"
datasets:
- PocketDoc/Dans-Prosemaxx-Adventure
- PocketDoc/Dans-Failuremaxx-Adventure-3
- PocketDoc/Dans-Prosemaxx-InstructWriter-ZeroShot-2
- PocketDoc/Dans-Prosemaxx-InstructWriter-ZeroShot-3
- PocketDoc/Dans-Prosemaxx-InstructWriter-Continue-2
- PocketDoc/Dans-Prosemaxx-Instructwriter-Long
- PocketDoc/Dans-Personamaxx-VN
base_model:
-  Delta-Vector/Hamanasu-4B-Instruct-KTO-V2
tags:
- llama
- roleplay
- finetune
- storywriting
---
<!DOCTYPE html>
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td > span:hover {
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a {
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<body>
<div class="markdown-body">
<div align="center">
  
<img src="https://cdn-uploads.huggingface.co/production/uploads/66c26b6fb01b19d8c3c2467b/o5WjJKA9f95ri9UzRxZQE.png" alt="Model Visualization" width="500px" style="border: 3px solid #333; box-shadow: 0 0 15px rgba(66, 0, 131, 0.5);" />

<br>
<br>

<div style="font-size:1.5em; font-weight:bold; background: linear-gradient(45deg, #6e00ff, #00ffff); -webkit-background-clip: text; -webkit-text-fill-color: transparent;">
    Hamanasu 4B
</div>

</div>

<div style="border:1px solid #333; border-radius:10px; padding:20px; margin:20px 0; background: rgba(0,0,0,0.4);">


## 🌌 Overview

<i>Thanks to PocketDoc's Adventure datasets and taking his Dangerous Winds models as inspiration, I was able to finetune a small Adventure model that ***HATES*** the User</i>

<i>The model is suited for Text Adventure, All thanks to Tav for funding the train.</i>

<i>Support me and my finetunes on Ko-Fi https://ko-fi.com/deltavector</i>


</div>

<div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(250px, 1fr)); gap: 20px; margin: 20px 0;">


<div style="border:2px solid #333; border-radius:10px; padding:20px; background: rgba(0,0,0,0.2);">

### ⚔️ Hardware
- 8x H100s 
- Epochs: 4
- Base: `Delta-Vector/Hamanasu-4B-Instruct-KTO-V2`
</div>

</div>


<div style="border: 2px solid #6e00ff; border-radius: 10px; padding: 20px; margin: 20px 0; box-shadow: 0 0 15px rgba(110, 0, 255, 0.5);">

## 💰 Prompting


<i>This model uses ChatML formatting(Names off)</i>
```python
<|im_start|>system
You are an uncensored AI, your job is to fulfill thy will of thy user.<|im_end|>
<|im_start|>User request
Take off your helmet.<|im_end|>
<|im_start|>No i shall not. This is the way.
```
</div>

<div style="border: 2px solid #6e00ff; border-radius: 10px; padding: 20px; margin: 20px 0; box-shadow: 0 0 15px rgba(110, 0, 255, 0.5);">

## 🎲 Recommended Sampler Preset

```yml
ST preset: https://files.catbox.moe/1m29if.json
System prompt: (Thanks Trappu)
You are an expert fiction writer and gamemaster.

Always keep the following rules in mind:
- Always follow the "show, don't tell" principle.
- ">" means a Player's action. Describe what happens when the Player does that action.
- Allow the Player to struggle or fail when attempting actions.
- Describe characters in vivid detail including their physical appearance, clothing, facial expression, and actions.
- Describe locations in detail upon arriving or entering them.
- Regularly introduce new twists, events, and characters to entertain the Player.
- Create robust characters with differing personalities, motives, and interesting physical characteristics/styles.
- Convey emotion via behavior, facial expressions, and body language.
- Convey events and story through dialogue.
- Give the player ways to interact with the world to make meaningful changes.
- Mix short, punchy sentences with long, descriptive ones. Drop fill words to add variety.
- Each situation should present the Player with interesting choices. Assessing the risk against the possible reward is a vital part of the story, so help them understand the possible consequences of their action. Remember, easy choices make for a boring story.
- Whatever the Player's action, the story will advance. Ensure every choice has an impact on the current and ongoing situation.
- Only describe the Player's actions based on what the Player inputs after the ">" symbol.
- Write only the prompted content
- Stay within the current moment of the story
- Maintain strict adherence to provided instructions
- Create vivid, specific descriptions using strong nouns and verbs
- Present direct, concrete action and dialogue
- End scenes with clear, distinct actions or dialogue that serve the current moment
```
</div>

<div style="border: 2px solid #6e00ff; border-radius: 10px; padding: 20px; margin: 20px 0; box-shadow: 0 0 15px rgba(110, 0, 255, 0.5);">

## Axolotl Config  ꒰(˶• ᴗ •˶)꒱

<details>
  
```yaml
base_model: NewEden/Hamanasu-KTO-V2
model_type: AutoModelForCausalLM
tokenizer_type: AutoTokenizer

hub_model_id: NewEden/Hamanasu-4B-Adventure-V2
hub_strategy: "end"
push_dataset_to_hub:
hf_use_auth_token: true

plugins:
  - axolotl.integrations.liger.LigerPlugin
  - axolotl.integrations.cut_cross_entropy.CutCrossEntropyPlugin
liger_rope: true
liger_rms_norm: true
liger_layer_norm: true
liger_glu_activation: true
liger_fused_linear_cross_entropy: false
cut_cross_entropy: true


load_in_8bit: false
load_in_4bit: false
strict: false

datasets:
  - path: ./t.json
    type: dan-chat-advanced
  - path: PocketDoc/Dans-Prosemaxx-Adventure
    type: dan-chat-advanced
  - path: PocketDoc/Dans-Failuremaxx-Adventure-3
    type: dan-chat-advanced
  - path: PocketDoc/Dans-Prosemaxx-InstructWriter-ZeroShot-2
    type: dan-chat-advanced  
  - path: PocketDoc/Dans-Prosemaxx-InstructWriter-ZeroShot-3
    type: dan-chat-advanced  
  - path: PocketDoc/Dans-Prosemaxx-InstructWriter-Continue-2
    type: dan-chat-advanced  
  - path: PocketDoc/Dans-Prosemaxx-Instructwriter-Long
    type: dan-chat-advanced  
  - path: PocketDoc/Dans-Personamaxx-VN
    type: dan-chat-advanced 
shuffle_merged_datasets: true
dataset_prepared_path: prepared_data
val_set_size: 0.01
output_dir: ./adventure-2

sequence_len: 32768
sample_packing: true
pad_to_sequence_len: true
eval_sample_packing: False

adapter: lora
lora_model_dir:
lora_r: 128
lora_alpha: 16
lora_dropout: 0.05 
peft_use_rslora: true
lora_target_modules:
  - gate_proj
  - down_proj
  - up_proj
  - q_proj
  - v_proj
  - k_proj
  - o_proj


wandb_project: tavbussy
wandb_entity:
wandb_watch:
wandb_name: adventure-attempt-v2
wandb_log_model:

gradient_accumulation_steps: 2
micro_batch_size: 4
num_epochs: 6
optimizer: adamw_bnb_8bit
lr_scheduler: cosine
learning_rate: 3e-5
max_grad_norm: 0.2

train_on_inputs: false
group_by_length: false
bf16: auto
fp16:
tf32: false

gradient_checkpointing: true
early_stopping_patience:
resume_from_checkpoint:
local_rank:
logging_steps: 1
xformers_attention:
flash_attention: true

warmup_steps: 35
evals_per_epoch: 4
eval_table_size:
eval_max_new_tokens: 128
saves_per_epoch: 2
debug:
deepspeed: ./deepspeed_configs/zero3_bf16.json
weight_decay: 0.03
fsdp:
fsdp_config:
special_tokens:
  pad_token: <|finetune_right_pad_id|> 
```

</details>
</div>

<div align="center">  

<div style="border: 2px solid #6e00ff; border-radius: 10px; padding: 20px; margin: 20px 0; box-shadow: 0 0 15px rgba(110, 0, 255, 0.5);">
  
## ⚡ Credits
  <div style="display: flex; justify-content: center;">
    <div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); gap: 10px; margin: 20px 0; max-width: 600px;">
      
  <div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;">
        <a href="https://huggingface.co/lucyknada">
          <img src="https://img.shields.io/badge/%F0%9F%8C%9F-Lucy_Knada-blueviolet" alt="Lucy Knada">
        </a>
      </div>

  <div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;">
        <a href="https://huggingface.co/hamanasu">
          <img src="https://img.shields.io/badge/%E2%9A%94%EF%B8%8F-jeiku-blueviolet" alt="Ruka">
        </a>
      </div>

  <div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;">
        <a href="https://huggingface.co/intervitens">
          <img src="https://img.shields.io/badge/%F0%9F%9B%A1%EF%B8%8F-Intervitens-blueviolet" alt="Intervitens">
        </a>
      </div>
      
   <div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;">
        <a href="https://huggingface.co/kalomaze">
          <img src="https://img.shields.io/badge/%F0%9F%94%AE-Kalomaze-blueviolet" alt="Kalomaze">
        </a>
      </div>
      
  <div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;">
        <a href="https://huggingface.co/kubernetes-bad">
          <img src="https://img.shields.io/badge/%E2%9A%A1-Kubernetes_Bad-blueviolet" alt="Kubernetes Bad">
        </a>
      </div>
      
  <div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;">
        <a href="https://huggingface.co/anthracite-org">
          <img src="https://img.shields.io/badge/%F0%9F%8C%91-Anthracite-blueviolet" alt="Anthracite">
        </a>
      </div>
    </div>
  </div>
</div>

---

<div align="center">
<div style="font-size:0.8em; opacity:0.8;">Made by</div>
<div style="font-size:1.2em; font-weight:bold; background: linear-gradient(45deg, #6e00ff, #00ffff); -webkit-background-clip: text; -webkit-text-fill-color: transparent;">Delta-Vector</div>
</div>

</div>
</body>
</html>