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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>
	<style>
	html, body {
	background: black;
	color: #c9d1d9 !important;
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	</style>
	<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>