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Llama 30B Instruct 2048 by upstage

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  Autotrain compatible   Dataset:gair/lima Dataset:metaeval/scienceqa tex...   Dataset:open-orca/openorca   Dataset:openbookqa   Dataset:sciq   En   Endpoints compatible   Instruct   Instruction   Llama   Pytorch   Region:us   Sharded   Upstage
Model Card on HF 🤗: https://huggingface.co/upstage/llama-30b-instruct-2048 

Llama 30B Instruct 2048 Benchmarks

ARC: 64.93 vs 96.7 (so35)-32.9%
HellaSwag: 84.94 vs 95.3 (gpt4)-10.9%
MMLU: 61.9 vs 88.3 (so35)-29.9%
TruthfulQA: 56.3 vs 59 (gpt4)-4.6%
WinoGrande: 79.56 vs 87.5 (gpt4)-9.1%
GSM8K: 17.82 vs 96.4 (so35)-81.5%
LLME Score: 0.12686
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 30B Instruct 2048 (upstage/llama-30b-instruct-2048)
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Llama 30B Instruct 2048 Parameters and Internals

Model Type 
text generation
Supported Languages 
en (native)
Training Details 
Data Sources:
sciq, metaeval/ScienceQA_text_only, GAIR/lima, Open-Orca/OpenOrca, openbookqa
Context Length:
2048
Hardware Used:
A100x8 * 1
Input Output 
Input Format:
up to 10k+ input tokens
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Utilize `rope_scaling` option for longer inputs.
LLM NameLlama 30B Instruct 2048
Repository 🤗https://huggingface.co/upstage/llama-30b-instruct-2048 
Model Size30b
Required VRAM65.2 GB
Updated2025-11-04
Maintainerupstage
Model Typellama
Instruction-BasedYes
Model Files  9.8 GB: 1-of-7   10.0 GB: 2-of-7   9.9 GB: 3-of-7   9.9 GB: 4-of-7   9.9 GB: 5-of-7   10.0 GB: 6-of-7   5.7 GB: 7-of-7
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.30.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Llama 30B Instruct 2048

Model
Likes
Downloads
VRAM
...e Llama 30B Instruct 2048 GGUF458013 GB
...ge Llama 30B Instruct 2048 AWQ21517 GB
...e Llama 30B Instruct 2048 GPTQ229116 GB

Best Alternatives to Llama 30B Instruct 2048

Best Alternatives
Context / RAM
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Likes
...ct 2048 Open Platypus 100steps2K / 65.2 GB17490
...azarus Instruct PL Lora Unload2K / 65.2 GB18450
Llama 30B Instruct2K / 65.2 GB113223
...lama 30B Instruct 2048 PL Lora2K / 65.2 GB10180
...B 2048 Instruct PL Lora Unload2K / 65.2 GB3961
H2ogpt Oasst1 512 30B HF2K / 65 GB19092
...pt Research Oig Oasst1 512 30B2K / 81.1 GB8903
Open Instruct Human Mix 30B2K / 130.5 GB541
Manticore 30B Chat Pyg Alpha0K / 65.2 GB117113
...nsored Instruct PL Lora Unload2K / 65.2 GB18420
Note: green Score (e.g. "73.2") means that the model is better than upstage/llama-30b-instruct-2048.

Rank the Llama 30B Instruct 2048 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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