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Llama 2 13B Bnb 4bit by unsloth

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Model Card on HF 🤗: https://huggingface.co/unsloth/llama-2-13b-bnb-4bit 

Llama 2 13B Bnb 4bit Benchmarks

LLME Score: 0.18655
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 13B Bnb 4bit (unsloth/llama-2-13b-bnb-4bit)

Llama 2 13B Bnb 4bit Parameters and Internals

Model Type 
text generation, training optimization
Additional Notes 
Useful for finetuning models faster with less memory using Unsloth optimization.
LLM NameLlama 2 13B Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/llama-2-13b-bnb-4bit 
Model Size13b
Required VRAM7.2 GB
Updated2024-12-21
Maintainerunsloth
Model Typellama
Model Files  7.2 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.44.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Llama 2 13B Bnb 4bit

Model
Likes
Downloads
VRAM
GGUF16bit PromptRecovery Llama01426 GB
Llama13b 32K Illumeet Finetune02526 GB

Best Alternatives to Llama 2 13B Bnb 4bit

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...Llama 13B Instruct Hf 4bit MLX16K / 7.8 GB752
...13B Instruct Nf4 Fp16 Upscaled16K / 26 GB4460
Note: green Score (e.g. "73.2") means that the model is better than unsloth/llama-2-13b-bnb-4bit.

Rank the Llama 2 13B Bnb 4bit 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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