Llama 2 7B Guanaco Fp16 by Mikael110

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Llama 2 7B Guanaco Fp16 Benchmarks

Llama 2 7B Guanaco Fp16 (Mikael110/llama-2-7b-guanaco-fp16)
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Llama 2 7B Guanaco Fp16 Parameters and Internals

Model Type 
text-classification
Training Details 
Methodology:
QLoRA
LLM NameLlama 2 7B Guanaco Fp16
Repository ๐Ÿค—https://huggingface.co/Mikael110/llama-2-7b-guanaco-fp16 
Base Model(s)  Llama2 7B Guanaco 1K   mncai/Llama2-7B-guanaco-1k
Model Size7b
Required VRAM13.5 GB
Updated2025-09-13
MaintainerMikael110
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Supported Languagesen
Quantization Typefp16
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the Llama 2 7B Guanaco Fp16

Model
Likes
Downloads
VRAM
Llama 2 7B Guanaco QLoRA GGUF82882 GB
Llama 2 7B Guanaco QLoRA AWQ143 GB
Llama 2 7B Guanaco QLoRA GPTQ1793 GB
Llama 2 7B Guanaco QLoRA GGML1842 GB

Best Alternatives to Llama 2 7B Guanaco Fp16

Best Alternatives
Context / RAM
Downloads
Likes
Smaugv0.1 6.0bpw H6 EXL2195K / 26.4 GB34
Smaugv0.1 5.0bpw H6 EXL2195K / 22.3 GB23
Smaugv0.1 3.0bpw H6 EXL2195K / 13.9 GB51
Smaugv0.1 4.0bpw H6 EXL2195K / 18 GB31
Smaugv0.1 4.65bpw H6 EXL2195K / 20.8 GB31
Smaugv0.1 8.0bpw H8 EXL2195K / 34.9 GB31
DeepSeek Prover V2 7B 4bit64K / 3.9 GB11424
Mistral 7B Openplatypus 1K32K / 29 GB17180
Mistral 7B OpenOrca 1K32K / 29 GB17093
...rnlm2 20B Llama 4.0bpw H6 EXL232K / 11 GB61
Note: green Score (e.g. "73.2") means that the model is better than Mikael110/llama-2-7b-guanaco-fp16.

Rank the Llama 2 7B Guanaco Fp16 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124