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Frostwind 10.7B V1 AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  Frostwind 10.7B V1 AWQ   URL Share it on

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  4-bit   Autotrain compatible   Awq Base model:quantized:sao10k/fr... Base model:sao10k/frostwind-10...   En   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Frostwind-10.7B-v1-AWQ 

Frostwind 10.7B V1 AWQ Benchmarks

LLME Score: 0.16192
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Frostwind 10.7B V1 AWQ (TheBloke/Frostwind-10.7B-v1-AWQ)

Frostwind 10.7B V1 AWQ Parameters and Internals

Model Type 
solar
Additional Notes 
Fairly smart, not at the level of bigger models. Needed 1/2 swipes for correct answer in zero context tests. Handles group characters well in roleplays.
Supported Languages 
en (high)
Training Details 
Data Sources:
20% - Coding, 30% - Instruct, 30% - Generalised Data, 10% - Roleplay, 10% - Dealignment
Data Volume:
52K varied samples
Methodology:
fine-tuned from upstage/SOLAR-10.7B-v1.0
Training Time:
Roughly 3 Hours with 4x 4090s
Hardware Used:
4x 4090 GPUs
Model Architecture:
fine-tune
LLM NameFrostwind 10.7B V1 AWQ
Repository 🤗https://huggingface.co/TheBloke/Frostwind-10.7B-v1-AWQ 
Model NameFrostwind 10.7B V1
Model CreatorSaofiq
Base Model(s)  Sao10K/Frostwind-10.7B-v1   Sao10K/Frostwind-10.7B-v1
Model Size10.7b
Required VRAM6 GB
Updated2024-12-21
MaintainerTheBloke
Model Typesolar
Model Files  6.0 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length4096
Model Max Length4096
Transformers Version4.37.0.dev0
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 TheBloke/Frostwind-10.7B-v1-AWQ.

Rank the Frostwind 10.7B V1 AWQ 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 v20241217
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