Model Visualization

Hamanasu 32B

🌌 Overview

This model is the Chat tune of the Instruct model, More accurately it is the "brainrotted" version, Finetuned with Bsky, 4chan and Discord logs, Its... really something beautiful. The model is suited best towards being a highly dumb chat partner rather then regular RP, All thanks to Ruka-Hamanasu for funding the train.

📈 Quantizations

Type Link
GGUF
EXL2

⚔️ Hardware

  • 8x H100s
  • Epochs: 4
  • Base: Delta-Vector/Hamanasu-QwQ-V1.5-Instruct
  • Amount of Tokens: 10M

💰 Prompting

This model uses ChatML formatting

<|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.

🎲 Recommended Sampler Preset

temperature: 1.8
min_p: 0.1
System_Prompt: Keep blank for best chat experience.

Axolotl Config ꒰(˶• ᴗ •˶)꒱

base_model: NewEden/32B-inst
model_type: AutoModelForCausalLM
tokenizer_type: AutoTokenizer

hub_model_id: NewEden/32b-rp
hub_strategy: "all_checkpoints"
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: NewEden/RP-logs-V2-Experimental-prefixed
    type: dan-chat-advanced
  - path: NewEden/Creative_Writing-Complexity
    type: dan-chat-advanced
  - path: NewEden/Discord-Filtered
    type: dan-chat-advanced
  - path: NewEden/DeepseekRP-Filtered
    type: dan-chat-advanced
  - path: NewEden/Storium-Prefixed-Clean  
    type: dan-chat-advanced
  - path: NewEden/Basket-Weaving-Filtered
    type: dan-chat-advanced
  - path: NewEden/LIMARP-Complexity
    type: dan-chat-advanced
  - path: NewEden/Misc-Data-Sharegpt-Prefixed
    type: dan-chat-advanced
  - path: NewEden/BlueSky-10K-Complexity
    type: dan-chat-advanced 
  - path: NewEden/OpenCAI-ShareGPT
    type: dan-chat-advanced
  - path: NewEden/Basket-Weaving-Filtered
    type: dan-chat-advanced  
  - path: PocketDoc/Dans-Personamaxx-VN
    type: dan-chat-advanced 
  - path: PocketDoc/Dans-Kinomaxx-VanillaBackrooms
    type: dan-chat-advanced  
dataset_prepared_path: prepared_data
val_set_size: 0.0
output_dir: ./qwq-inst

sequence_len: 32768
sample_packing: true
pad_to_sequence_len: true

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

wandb_project: qwq
wandb_entity:
wandb_watch:
wandb_name: rp-attempt-03
wandb_log_model:

gradient_accumulation_steps: 2
micro_batch_size: 2
num_epochs: 4
optimizer: adamw_bnb_8bit
lr_scheduler: cosine
learning_rate: 2.5e-5
max_grad_norm: 1.0

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

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

warmup_steps: 40
saves_per_epoch: 2
debug:
deepspeed: deepspeed_configs/zero3_bf16.json
weight_decay: 0.02
fsdp:
fsdp_config:
special_tokens:

⚡ Credits


Made by
Delta-Vector
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Model size
32.8B params
Tensor type
BF16
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Datasets used to train NewEden/Hamanasu-QwQ-V2-RP