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SnowLotus V2.10.7B 3bpw EXL2 by lucyknada

 »  All LLMs  »  lucyknada  »  SnowLotus V2.10.7B 3bpw EXL2   URL Share it on

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  Merged Model   Autotrain compatible   Endpoints compatible   Exl2   Llama   Mistral   Quantized   Region:us   Roleplay   Safetensors   Solar
Model Card on HF 🤗: https://huggingface.co/lucyknada/SnowLotus-v2-10.7B-3bpw-exl2 

SnowLotus V2.10.7B 3bpw EXL2 Benchmarks

LLME Score: 0.13272
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SnowLotus V2.10.7B 3bpw EXL2 (lucyknada/SnowLotus-v2-10.7B-3bpw-exl2)
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SnowLotus V2.10.7B 3bpw EXL2 Parameters and Internals

Model Type 
Text Generation
Additional Notes 
This model is designed for roleplay and text generation scenarios, merging prose capabilities with intelligence features. It utilizes a variety of fine-tuned and merged models such as Frostwind and Frostmaid.
Training Details 
Data Sources:
Sao10K's Frostwind, NyxKrage's Frostmaid experiment, Solar
Methodology:
Slerp merge between a smart model and a good prose model, using SLERP and gradient transformations.
Context Length:
8000
LLM NameSnowLotus V2.10.7B 3bpw EXL2
Repository 🤗https://huggingface.co/lucyknada/SnowLotus-v2-10.7B-3bpw-exl2 
Merged ModelYes
Model Size10.7b
Required VRAM4.3 GB
Updated2025-09-23
Maintainerlucyknada
Model Typellama
Model Files  4.3 GB
Quantization Typeexl2
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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... 10.7B Instruct V1.0 128K EXL2128K / 5.6 GB101
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KoSoLAR 10.7B V0.2 1.4 Dedup4K / 21.6 GB50
Solar Test 240517 16bit4K / 21.4 GB80
KoSoLAR 10.7B V0.2 1.4 Dedup 14K / 21.6 GB2540
Frostwind 10.7B V1 EXL24K / 10.9 GB51
Solar 10.7B Bnb 4bit4K / 5.9 GB103
...ess 10.7B V1.5B 8.0bpw H8 EXL24K / 10.9 GB61
DaringLotus V2.10.7B 3bpw EXL24K / 4.3 GB81
...wLotus V2.10.7B Bpw500 H6 EXL24K / 6.9 GB81
Note: green Score (e.g. "73.2") means that the model is better than lucyknada/SnowLotus-v2-10.7B-3bpw-exl2.

Rank the SnowLotus V2.10.7B 3bpw 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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Release v20241124
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