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EvolCodeLlama 7B by mlabonne

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EvolCodeLlama 7B is an open-source language model by mlabonne. Features: 7b LLM, VRAM: 13.5GB, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.09.

Dataset:mlabonne/evol-instruct...   Endpoints compatible   Instruct   Llama   Lora   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlabonne/EvolCodeLlama-7b 

EvolCodeLlama 7B Benchmarks

LLME Score: 0.08899
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
EvolCodeLlama 7B (mlabonne/EvolCodeLlama-7b)
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EvolCodeLlama 7B Parameters and Internals

Model Type 
text-generation
Use Cases 
Primary Use Cases:
Educational purposes
Limitations:
Not intended for inference
Additional Notes 
This model is primarily designed for educational purposes and not recommended for inference.
Training Details 
Data Sources:
mlabonne/Evol-Instruct-Python-1k
Methodology:
Fine-tuned using QLoRA (4-bit precision)
Context Length:
2048
Training Time:
1h 11m 44s
Hardware Used:
RTX 3090
LLM NameEvolCodeLlama 7B
Repository 🤗https://huggingface.co/mlabonne/EvolCodeLlama-7b 
Model Size7b
Required VRAM13.5 GB
Updated2026-05-11
Maintainermlabonne
Instruction-BasedYes
Model Files  0.2 GB   10.0 GB: 1-of-2   3.5 GB: 2-of-2   10.0 GB: 1-of-2   3.5 GB: 2-of-2   0.0 GB
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Is Biasednone
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|v_proj|k_proj|q_proj|down_proj|gate_proj|up_proj
LoRA Alpha16
LoRA Dropout0.05
R Param32

Quantized Models of the EvolCodeLlama 7B

Model
Likes
Downloads
VRAM
EvolCodeLlama 7B0513 GB

Best Alternatives to EvolCodeLlama 7B

Best Alternatives
Context / RAM
Downloads
Likes
Mistral 7B Instruct V0.332K / 14.5 GB605
Mistral 7B Instruct V0.332K / 14.5 GB13713
...ralai Mistral 7B Instruct V0.332K / 14.5 GB123
Mistral 7B Instruct V0.332K / 14.5 GB70
Full V4 Astromistral Final32K / 4.5 GB71
Acemath Convfinqa0K / 15.2 GB50
Monarch 10K / 14.5 GB42
Mistral 7B Instruct Uz0K / 14.5 GB119014
...phyr 7B Beta Agent Instruct V30K / 0.7 GB61
Cuscuz 7B0K / 14.4 GB61
Note: green Score (e.g. "73.2") means that the model is better than mlabonne/EvolCodeLlama-7b.

Rank the EvolCodeLlama 7B 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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