LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

WestLake 10.7B V2 GGUF by froggeric

 »  All LLMs  »  froggeric  »  WestLake 10.7B V2 GGUF   URL Share it on

  195   
  Merged Model   Autotrain compatible Base model:quantized:senseable... Base model:senseable/westlake-...   En   Endpoints compatible   Gguf   Mistral   Q4   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/froggeric/WestLake-10.7B-v2-GGUF 

WestLake 10.7B V2 GGUF Benchmarks

LLME Score: 0.17618
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
WestLake 10.7B V2 GGUF (froggeric/WestLake-10.7B-v2-GGUF)

WestLake 10.7B V2 GGUF Parameters and Internals

Model Type 
Role-Play, Text Generation
Use Cases 
Areas:
research, commercial applications
Applications:
Creative Writing, Education, Gaming, Customer Support, Social Media
Primary Use Cases:
Role-Play scenarios, Text Generation
Considerations:
Ensure responsible usage and avoid harmful content generation.
Additional Notes 
First viable self-merge obtained after extensive testing.
Supported Languages 
en (Proficient)
Training Details 
Methodology:
Merges various configurations of the WestLake-7B-v2 model using the passthrough merge method.
Context Length:
8192
Input Output 
Accepted Modalities:
text
Performance Tips:
Using larger context size than trained can cause problems.
LLM NameWestLake 10.7B V2 GGUF
Repository 🤗https://huggingface.co/froggeric/WestLake-10.7B-v2-GGUF 
Base Model(s)  WestLake 7B V2   senseable/WestLake-7B-v2
Merged ModelYes
Model Size7b
Required VRAM6.1 GB
Updated2025-03-12
Maintainerfroggeric
Model Typemistral
Model Files  6.1 GB   7.4 GB   8.8 GB   11.4 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q4
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.1
Vocabulary Size32000
Torch Data Typefloat16

Best Alternatives to WestLake 10.7B V2 GGUF

Best Alternatives
Context / RAM
Downloads
Likes
MegaBeam Mistral 7B 300K Gguf282K / 5 GB1443
Boptruth Agatha 7B32K / 14.4 GB4080
Mistral 7B Instruct V0.2.gguf32K / 14.5 GB253
Mistral 7B Instruct V0.2 GGUF32K / 4.4 GB562
Mahou 1.2a Mistral 7B32K / 14.4 GB1376
...andle Mistral 7B Instruct V0.232K / 14.4 GB380
Moxin Chat 7B32K / 0.9 GB8031
Moxin Llm 7B32K / 0.9 GB14913
BioMistralMerged32K / 14.4 GB43360
Tamil Mistral 7B Instruct V0.132K / 14.8 GB20514
Note: green Score (e.g. "73.2") means that the model is better than froggeric/WestLake-10.7B-v2-GGUF.

Rank the WestLake 10.7B V2 GGUF Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 44949 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer