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Speechless Codellama 34B V2.0 GGUF by TheBloke

 »  All LLMs  »  TheBloke  »  Speechless Codellama 34B V2.0 GGUF   URL Share it on

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  Arxiv:2308.12950 Base model:quantized:uukuguy/s... Base model:uukuguy/speechless-...   Code   Codegen Dataset:garage-baind/open-plat... Dataset:jondurbin/airoboros-2....   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   En   Gguf   Instruct   Llama   Llama2   Model-index   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/TheBloke/speechless-codellama-34b-v2.0-GGUF 

Speechless Codellama 34B V2.0 GGUF Benchmarks

LLME Score: 0.15867
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Speechless Codellama 34B V2.0 GGUF (TheBloke/speechless-codellama-34b-v2.0-GGUF)

Speechless Codellama 34B V2.0 GGUF Parameters and Internals

Model Type 
llama, text-generation
Use Cases 
Areas:
commercial applications, research
Primary Use Cases:
code synthesis, understanding, Python specialization
Limitations:
use outside of English, violation of applicable laws
Considerations:
Requires safety testing before deployment
Additional Notes 
Emphasis on safe deployment
Supported Languages 
en (proficient)
Training Details 
Data Sources:
jondurbin/airoboros-2.2, Open-Orca/OpenOrca, garage-bAInd/Open-Platypus, WizardLM/WizardLM_evol_instruct_V2_196k
Data Volume:
153,013 samples
Context Length:
4096
Training Time:
1 day, 14:42:57.87
Hardware Used:
H800-80G x 2
Model Architecture:
Optimized transformer architecture
Responsible Ai Considerations 
Mitigation Strategies:
See Code Llama's Acceptable Use Policy
Input Output 
Input Format:
{prompt}
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Optimize sequence length and GPU layers for performance
LLM NameSpeechless Codellama 34B V2.0 GGUF
Repository 🤗https://huggingface.co/TheBloke/speechless-codellama-34b-v2.0-GGUF 
Model NameSpeechless Codellama 34B v2.0
Model CreatorJiangwen Su
Base Model(s)  uukuguy/speechless-codellama-34b-v2.0   uukuguy/speechless-codellama-34b-v2.0
Model Size34b
Required VRAM14.2 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  14.2 GB   17.8 GB   16.3 GB   14.6 GB   19.1 GB   20.2 GB   19.1 GB   23.2 GB   23.8 GB   23.2 GB   27.7 GB   35.9 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Generates CodeYes
Model ArchitectureAutoModel
Licensellama2

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/speechless-codellama-34b-v2.0-GGUF.

Rank the Speechless Codellama 34B V2.0 GGUF 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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