SnowLotus V2.10.7B by BlueNipples

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  Merged Model   Autotrain compatible   Endpoints compatible   Llama   Mistral   Region:us   Roleplay   Safetensors   Sharded   Solar   Tensorflow

SnowLotus V2.10.7B Benchmarks

SnowLotus V2.10.7B (BlueNipples/SnowLotus-v2-10.7B)

SnowLotus V2.10.7B Parameters and Internals

Model Type 
Text Generation, Roleplay
Additional Notes 
The model merges technologies (Solar, Frostwind, Frostmaid) to improve prose and intelligence for open-source RP models.
Training Details 
Methodology:
Slerp merge between a smart model and a good prose model, incorporating Solar, Frostwind, and Frostmaid components.
Input Output 
Input Format:
Alpaca instruct formatting
Performance Tips:
Use MinP or DynaTemp samplers to minimize repetition. Suitable for 4k context but may work up to 8k.
LLM NameSnowLotus V2.10.7B
Repository ๐Ÿค—https://huggingface.co/BlueNipples/SnowLotus-v2-10.7B 
Merged ModelYes
Model Size10.7b
Required VRAM21.4 GB
Updated2025-02-16
MaintainerBlueNipples
Model Typellama
Model Files  1.9 GB: 1-of-11   2.0 GB: 2-of-11   2.0 GB: 3-of-11   1.9 GB: 4-of-11   2.0 GB: 5-of-11   1.9 GB: 6-of-11   2.0 GB: 7-of-11   1.9 GB: 8-of-11   2.0 GB: 9-of-11   1.9 GB: 10-of-11   1.9 GB: 11-of-11
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than BlueNipples/SnowLotus-v2-10.7B.

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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