Llama 3 70B Instruct Storywriter 6.0bpw H6 EXL2 by LoneStriker

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  6-bit   Autotrain compatible   Conversational   Endpoints compatible   Exl2   Instruct   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Llama 3 70B Instruct Storywriter 6.0bpw H6 EXL2 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 70B Instruct Storywriter 6.0bpw H6 EXL2 (LoneStriker/Llama-3-70B-Instruct-Storywriter-6.0bpw-h6-exl2)

Llama 3 70B Instruct Storywriter 6.0bpw H6 EXL2 Parameters and Internals

Model Type 
text generation
Additional Notes 
Training on Llama 3 8B Instruct was attempted but resulted in a significant loss of intelligence, making it unusable. 70B was more successful.
Training Details 
Data Sources:
books in the fiction genre
Data Volume:
570 MB of raw text, about 800 books
Methodology:
Rank 64 QLoRA trained at 8192 sequence length
Context Length:
8192
Hardware Used:
4 4090s
Input Output 
Input Format:
Instruct chat formatting
Accepted Modalities:
text
Output Format:
Works well in raw completion mode as well
LLM NameLlama 3 70B Instruct Storywriter 6.0bpw H6 EXL2
Repository ๐Ÿค—https://huggingface.co/LoneStriker/Llama-3-70B-Instruct-Storywriter-6.0bpw-h6-exl2 
Model Size70b
Required VRAM54.3 GB
Updated2025-02-22
MaintainerLoneStriker
Model Typellama
Instruction-BasedYes
Model Files  8.6 GB: 1-of-7   8.5 GB: 2-of-7   8.4 GB: 3-of-7   8.6 GB: 4-of-7   8.6 GB: 5-of-7   8.6 GB: 6-of-7   3.0 GB: 7-of-7
Quantization Typeexl2
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than LoneStriker/Llama-3-70B-Instruct-Storywriter-6.0bpw-h6-exl2.

Rank the Llama 3 70B Instruct Storywriter 6.0bpw H6 EXL2 Capabilities

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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 v20241227