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Phind CodeLlama 34B V2 GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Phind CodeLlama 34B V2 GPTQ   URL Share it on

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  4-bit   Autotrain compatible Base model:phind/phind-codella... Base model:quantized:phind/phi...   Code llama   Codegen   Gptq   Llama   Model-index   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Phind-CodeLlama-34B-v2-GPTQ 

Phind CodeLlama 34B V2 GPTQ Benchmarks

LLME Score: 0.14952
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phind CodeLlama 34B V2 GPTQ (TheBloke/Phind-CodeLlama-34B-v2-GPTQ)

Phind CodeLlama 34B V2 GPTQ Parameters and Internals

Model Type 
text-generation
Additional Notes 
It is strongly recommended to use the text-generation-webui one-click-installers unless you're sure you know how to make a manual install.
Supported Languages 
Python (proficient), C/C++ (proficient), TypeScript (proficient), Java (proficient)
Training Details 
Data Sources:
1.5B tokens of high-quality programming-related data
Data Volume:
1.5B tokens
Methodology:
Instruction-tuned on Alpaca/Vicuna format
Context Length:
4096
Training Time:
15 hours on 32 A100-80GB GPUs
Hardware Used:
32 A100-80GB GPUs
Model Architecture:
Llama
Safety Evaluation 
Ethical Considerations:
This model has undergone very limited testing. Additional safety testing should be performed before any real-world deployments.
Input Output 
Input Format:
### System Prompt {system_message} ### User Message {prompt} ### Assistant
LLM NamePhind CodeLlama 34B V2 GPTQ
Repository 🤗https://huggingface.co/TheBloke/Phind-CodeLlama-34B-v2-GPTQ 
Model CreatorPhind
Base Model(s)  Phind CodeLlama 34B V2   Phind/Phind-CodeLlama-34B-v2
Model Size34b
Required VRAM17.7 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
Model Files  17.7 GB
GPTQ QuantizationYes
Quantization Typegptq
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.33.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Phind-CodeLlama-34B-v2-GPTQ.

Rank the Phind CodeLlama 34B V2 GPTQ 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  

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Release v20241217
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