Llama 2 13B Bnb 4bit by unsloth

 ยป  All LLMs  ยป  unsloth  ยป  Llama 2 13B Bnb 4bit   URL Share it on

  4-bit   4bit   Autotrain compatible   Bitsandbytes   En   Endpoints compatible   Llama   Llama2   Quantized   Region:us   Safetensors   Unsloth

Llama 2 13B Bnb 4bit Benchmarks

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 ๐Ÿค—https://huggingface.co/unsloth/llama-2-13b-bnb-4bit 
Model Size13b
Required VRAM7.2 GB
Updated2025-02-15
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 Llama01226 GB
Llama13b 32K Illumeet Finetune01326 GB

Best Alternatives to Llama 2 13B Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Llama13b 32K Illumeet Finetune32K / 26 GB130
...Maid V3 13B 32K 8.0bpw H8 EXL232K / 13.2 GB161
...Maid V3 13B 32K 6.0bpw H6 EXL232K / 10 GB131
WhiteRabbitNeo 13B V116K / 26 GB3168411
CodeLlama 13B Python Fp1616K / 26 GB293325
CodeLlama 13B Instruct Fp1616K / 26 GB299728
CodeLlama 13B Fp1616K / 26 GB19866
Codellama 13B Bnb 4bit16K / 7.2 GB1232
...Llama 13B Instruct Hf 4bit MLX16K / 7.8 GB1062
Airophin 13B Pntk 16K Fp1616K / 26 GB15064
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

๐Ÿ†˜ 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! ๐ŸŒŸ

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? 43137 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227