Llama 3.1 8B Stheno V3.4 by Sao10K

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Dataset:setiaku/stheno-3.4-cre... Dataset:setiaku/stheno-v3.4-in...   En   Llama   Region:us   Safetensors   Sharded   Tensorflow

Llama 3.1 8B Stheno V3.4 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.1 8B Stheno V3.4 (Sao10K/Llama-3.1-8B-Stheno-v3.4)

Llama 3.1 8B Stheno V3.4 Parameters and Internals

Model Type 
Conversational, Creative Writing, Roleplay
Use Cases 
Areas:
Research, Roleplay, Creative Writing
Applications:
Conversational Agents, Roleplaying scenarios, Creative content generation
Primary Use Cases:
Multi-turn conversations, Roleplaying examples, Creative Writing with system prompt adherence
Limitations:
Distinctive tuning which may affect performance compared to base models
Considerations:
Tuning was intricate and required significant adjustments
Additional Notes 
The model's tuning on L3.1 was less effective compared to other base models, leading to a distinct yet not optimal instruct tuning.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
Setiaku/Stheno-v3.4-Instruct, Setiaku/Stheno-3.4-Creative-2, Human and Claude Data
Methodology:
multi-stage finetuning with multi-turn Conversational-Instruct and Creative Writing/Roleplay datasets
Model Architecture:
L3.1
Input Output 
Input Format:
L3 Instruct Formatting - Euryale 2.1 Preset
Accepted Modalities:
text
Output Format:
Text generation
Performance Tips:
Use temperature of 1.4 and min_p of 0.2 for best results. Tinker with the settings to match desired output.
LLM NameLlama 3.1 8B Stheno V3.4
Repository ๐Ÿค—https://huggingface.co/Sao10K/Llama-3.1-8B-Stheno-v3.4 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-05
MaintainerSao10K
Model Typellama
Model Files  2.0 GB: 1-of-9   1.9 GB: 2-of-9   2.0 GB: 3-of-9   1.9 GB: 4-of-9   2.0 GB: 5-of-9   1.9 GB: 6-of-9   2.0 GB: 7-of-9   1.3 GB: 8-of-9   1.1 GB: 9-of-9
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length131072
Model Max Length131072
Transformers Version4.43.4
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Sao10K/Llama-3.1-8B-Stheno-v3.4.

Rank the Llama 3.1 8B Stheno V3.4 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