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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

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: 1.06
LLME Score: 0.24052
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 Parameters and Internals

LLM NameLlama 2 7B 32K Instruct
Repository 🤗https://huggingface.co/togethercomputer/Llama-2-7B-32K-Instruct 
Model Size7b
Required VRAM13.5 GB
Updated2024-10-18
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 GGUF5516112 GB
Llama 2 7B 32K Instruct AWQ2233 GB
Llama 2 7B 32K Instruct GPTQ27333 GB
Llama 2 7B 32K Instruct GGML8202 GB

Best Alternatives to Llama 2 7B 32K Instruct

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2 7B Instruct Llama32K / 15.2 GB123
Qwen2 7B Instruct Mistral32K / 15.2 GB31
...ls Vikhr 7B Instruct 0.4 4bits32K / 5.2 GB50
AIRIC The Mistral32K / 14.4 GB6057
Vikhr 7B Instruct 0.332K / 14.6 GB184
... Samantha Philosopher 7B Slerp32K / 13.4 GB12
Vikhr 7B Instruct Merged32K / 14.6 GB34
Clinical Ehr Prototype 0.132K / 14.4 GB142
...stral 7B Instruct V0.1 Sharded32K / 14.4 GB155913
... Llama2 7B 32K Instructions V232K / 13.5 GB81

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  
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Release v2024072803
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