Llama 2 7B 32K Instruct by togethercomputer

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  Arxiv:2307.03172   Autotrain compatible Dataset:togethercomputer/llama...   En   Endpoints compatible   Instruct   License:llama2   Llama   Pytorch   Region:us   Sharded

Llama 2 7B 32K Instruct Benchmarks

Llama 2 7B 32K Instruct Parameters and Internals

LLM NameLlama 2 7B 32K Instruct
RepositoryOpen on ๐Ÿค— 
Model Size7b
Required VRAM13.5 GB
Updated2024-07-21
Maintainertogethercomputer
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length32768
Model Max Length32768
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16
Llama 2 7B 32K Instruct (togethercomputer/Llama-2-7B-32K-Instruct)

Quantized Models of the Llama 2 7B 32K Instruct

Model
Likes
Downloads
VRAM
Llama 2 7B 32K Instruct GGUF5531692 GB
Llama 2 7B 32K Instruct AWQ2843 GB
Llama 2 7B 32K Instruct GPTQ27733 GB
Llama 2 7B 32K Instruct GGML8122 GB

Best Alternatives to Llama 2 7B 32K Instruct

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
Qwen2 7B Instruct Llama0.232K / 15.2 GB142
Qwen2 7B Instruct Mistral0.232K / 15.2 GB91
AIRIC The Mistral0.232K / 14.4 GB10566
...ls Vikhr 7B Instruct 0.4 4bits0.232K / 5.2 GB90
Vikhr 7B Instruct 0.30.232K / 14.6 GB64
... Samantha Philosopher 7B Slerp0.232K / 13.4 GB62
Vikhr 7B Instruct Merged0.232K / 14.6 GB74
Clinical Ehr Prototype 0.10.232K / 14.4 GB61
...stral 7B Instruct V0.1 Sharded0.232K / 14.4 GB273513
... Llama2 7B 32K Instructions V20.232K / 13.5 GB431

Rank the Llama 2 7B 32K Instruct 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 v2024071601