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Limarpv3 Llama2 70B Qlora by Doctor-Shotgun

 »  All LLMs  »  Doctor-Shotgun  »  Limarpv3 Llama2 70B Qlora   URL Share it on

  1915   
  4-bit   Autotrain compatible   Bitsandbytes   Endpoints compatible   Generated from trainer   Llama   Lora   Region:us
Model Card on HF 🤗: https://huggingface.co/Doctor-Shotgun/limarpv3-llama2-70b-qlora 

Limarpv3 Llama2 70B Qlora Benchmarks

LLME Score: 0.15681
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Limarpv3 Llama2 70B Qlora (Doctor-Shotgun/limarpv3-llama2-70b-qlora)

Limarpv3 Llama2 70B Qlora Parameters and Internals

Model Type 
roleplaying, chat
Use Cases 
Primary Use Cases:
longform-oriented, novel-style roleplaying chat model intended to replicate the experience of 1-on-1 roleplay on Internet forums.
Limitations:
Short-form, IRC/Discord-style RP (aka "Markdown format") is not supported., The model will show biases similar to those observed in niche roleplaying forums on the Internet, besides those exhibited by the base model.
Additional Notes 
General format and functionality inspired by the previously named "Roleplay" preset in SillyTavern.
Training Details 
Data Sources:
LimaRP v3 dataset
Methodology:
Training without the pretraining stage using stories. Does not include instruction tuning, only manually picked and slightly edited RP conversations with persona and scenario data.
Input Output 
Input Format:
Extended Alpaca format
Performance Tips:
Use length modifier in response instruction sequence for better control over response length.
LLM NameLimarpv3 Llama2 70B Qlora
Repository 🤗https://huggingface.co/Doctor-Shotgun/limarpv3-llama2-70b-qlora 
Model Size70b
Required VRAM1.7 GB
Updated2025-02-22
MaintainerDoctor-Shotgun
Model Files  1.7 GB
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|v_proj|gate_proj|down_proj|k_proj|up_proj|q_proj
LoRA Alpha16
LoRA Dropout0.05
R Param32

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Note: green Score (e.g. "73.2") means that the model is better than Doctor-Shotgun/limarpv3-llama2-70b-qlora.

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Release v20241227
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