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Storytelling V2 13B Lora by Undi95

 »  All LLMs  »  Undi95  »  Storytelling V2 13B Lora   URL Share it on

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  Adapter Base model:adapter:thebloke/ll... Base model:thebloke/llama-2-13...   Finetuned   Fp16   Lora   Peft   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/Undi95/Storytelling-v2-13B-lora 

Storytelling V2 13B Lora Benchmarks

LLME Score: 0.13793
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Storytelling V2 13B Lora (Undi95/Storytelling-v2-13B-lora)

Storytelling V2 13B Lora Parameters and Internals

Additional Notes 
The model was trained with specific quantization parameters.
Training Details 
Data Sources:
150.5MB of books, ten thousand 4096 token samples
Methodology:
Quantization using bitsandbytes
LLM NameStorytelling V2 13B Lora
Repository 🤗https://huggingface.co/Undi95/Storytelling-v2-13B-lora 
Base Model(s)  Llama 2 13B Fp16   TheBloke/Llama-2-13B-fp16
Model Size13b
Required VRAM0.5 GB
Updated2024-12-26
MaintainerUndi95
Model Files  0.5 GB
Quantization Typefp16
Model ArchitectureAdapter
Licenseother
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|q_proj|up_proj|o_proj|gate_proj|down_proj|v_proj
LoRA Alpha32
LoRA Dropout0.1
R Param64

Best Alternatives to Storytelling V2 13B Lora

Best Alternatives
Context / RAM
Downloads
Likes
Lmg V3 Lora0K / 0.5 GB102
Storytelling V1 13B Lora0K / 0.5 GB176
Minotaur Llama2 13B Qlora0K / 1 GB84
Llama 13B 4bit Alpaca0K / 0.1 GB11
Llama 2 13B 4bit Alpaca Gpt40K / 0 GB62
Alpaca Lora 13B 4bit0K / 0 GB01
Alpaca1337 13B 4bit0K / 0 GB04
...10 2024 06 23 06 24 24 35586350K / 0.8 GB60
...10 2024 06 22 21 11 23 35586240K / 0.8 GB70
LLaMA2 13B Stop Hate0K / 0.5 GB11
Note: green Score (e.g. "73.2") means that the model is better than Undi95/Storytelling-v2-13B-lora.

Rank the Storytelling V2 13B Lora Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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