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Llama 2 7B 32K Instruct by togethercomputer

 »  All LLMs  »  togethercomputer  »  Llama 2 7B 32K Instruct   URL Share it on

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  Arxiv:2307.03172   Autotrain compatible Dataset:togethercomputer/llama...   En   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/togethercomputer/Llama-2-7B-32K-Instruct 

Llama 2 7B 32K Instruct Benchmarks

MMLU Pro: 8.68
GPQA: 0.22
MUSR: 9.2
BBH: 8.56
IFEval: 21.3 vs 88 (so35)-75.8%
ARC: 51.37 vs 96.7 (so35)-46.9%
HellaSwag: 78.47 vs 95.3 (gpt4)-17.7%
MMLU: 45.53 vs 88.3 (so35)-48.4%
TruthfulQA: 45.01 vs 59 (gpt4)-23.7%
WinoGrande: 72.85 vs 87.5 (gpt4)-16.7%
GSM8K: 4.7 vs 96.4 (so35)-95.1%
MATH Lvl 5: 1.59
LLME Score: 0.17602
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 7B 32K Instruct (togethercomputer/Llama-2-7B-32K-Instruct)
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Llama 2 7B 32K Instruct Parameters and Internals

Model Type 
text generation, chatbot
Additional Notes 
Join 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 🤗https://huggingface.co/togethercomputer/Llama-2-7B-32K-Instruct 
Model Size7b
Required VRAM13.5 GB
Updated2025-10-30
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

Quantized Models of the Llama 2 7B 32K Instruct

Model
Likes
Downloads
VRAM
Llama 2 7B 32K Instruct GGUF558952 GB
Llama 2 7B 32K Instruct AWQ2103 GB
Llama 2 7B 32K Instruct GPTQ27143 GB
Llama 2 7B 32K Instruct GGML8122 GB

Best Alternatives to Llama 2 7B 32K Instruct

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Context / RAM
Downloads
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A3.41024K / 16.1 GB130
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... Qwen2.5llamaify 7B V23.1 200K195K / 15.2 GB10555
SuperNeuralDreadDevil 8B128K / 16.1 GB1091
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Falcon3 Jessi V0.4 7B Slerp32K / 14.9 GB119
Jessi V0.4 Falcon3 7B Instruct32K / 14.8 GB60
Jessi V0.6 Falcon3 7B Instruct32K / 14.8 GB50
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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Release v20241124
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