Llama 2 7B 32K Instruct by togethercomputer

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

Llama 2 7B 32K Instruct Benchmarks

Llama 2 7B 32K Instruct Parameters and Internals

Model Type
text generation, chatbot
Additional NotesJoin us on Together Discord: https://discord.gg/6ZVDU8tTD4
Supported Languages
en (advanced)
Training Details
Data Sources:
https://huggingface.co/datasets/togethercomputer/Long-Data-Collections, https://arxiv.org/abs/2307.03172, https://huggingface.co/datasets/togethercomputer/llama-instruct
Data Volume:19K instruction + BookSum + MQA
Context Length:32000
Input Output
Input Format:[INST]\n...\n[/INST]\n
Accepted Modalities:
text
Output Format:text
Performance Tips:Install Flash Attention V2 for optimal performance.
LLM NameLlama 2 7B 32K Instruct
Repository ๐Ÿค—https://huggingface.co/togethercomputer/Llama-2-7B-32K-Instruct 
Model Size7b
Required VRAM13.5 GB
Updated2024-11-09
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 GGUF5514112 GB
Llama 2 7B 32K Instruct AWQ2233 GB
Llama 2 7B 32K Instruct GPTQ27433 GB
Llama 2 7B 32K Instruct GGML8162 GB

Best Alternatives to Llama 2 7B 32K Instruct

Best Alternatives
Context / RAM
Downloads
Likes
... Qwen2.5llamaify 7B V23.1 200K195K / 15.2 GB27430
Qwen2 7B Instruct Llama32K / 15.2 GB113
Qwen2 7B Instruct Mistral32K / 15.2 GB151
AIRIC The Mistral32K / 14.4 GB7247
...ls Vikhr 7B Instruct 0.4 4bits32K / 5.2 GB50
Vikhr 7B Instruct 0.332K / 14.6 GB324
... Samantha Philosopher 7B Slerp32K / 13.4 GB142
Vikhr 7B Instruct Merged32K / 14.6 GB94
Clinical Ehr Prototype 0.132K / 14.4 GB102
...stral 7B Instruct V0.1 Sharded32K / 14.4 GB163213
Note: green Score (e.g. "73.2") means that the model is better than togethercomputer/Llama-2-7B-32K-Instruct.

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 v20241110