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Upstage Llama 30B Instruct 2048 AWQ by TheBloke

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  4-bit   Autotrain compatible   Awq Base model:quantized:upstage/l... Base model:upstage/llama-30b-i...   Dataset:gair/lima Dataset:metaeval/scienceqa tex...   Dataset:open-orca/openorca   Dataset:openbookqa   Dataset:sciq   En   Instruct   Instruction   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Upstage
Model Card on HF 🤗: https://huggingface.co/TheBloke/upstage-llama-30b-instruct-2048-AWQ 

Upstage Llama 30B Instruct 2048 AWQ Benchmarks

LLME Score: 0.13088
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Upstage Llama 30B Instruct 2048 AWQ (TheBloke/upstage-llama-30b-instruct-2048-AWQ)

Upstage Llama 30B Instruct 2048 AWQ Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
research, commercial applications
Supported Languages 
en (English - proficient)
Training Details 
Data Sources:
openbookqa, sciq, Open-Orca/OpenOrca, metaeval/ScienceQA_text_only, GAIR/lima
Methodology:
fine-tuned from LLaMA
Context Length:
10000
Hardware Used:
A100x8 * 1
Model Architecture:
Transformer-based
Responsible Ai Considerations 
Mitigation Strategies:
no ethical issues as benchmark test set or training set were not included in training
Input Output 
Input Format:
### System: {System} ### User: {User} ### Assistant: {Assistant}
Accepted Modalities:
text
Output Format:
text
LLM NameUpstage Llama 30B Instruct 2048 AWQ
Repository 🤗https://huggingface.co/TheBloke/upstage-llama-30b-instruct-2048-AWQ 
Model NameLlama 30B Instruct 2048
Model Creatorupstage
Base Model(s)  Llama 30B Instruct 2048   upstage/llama-30b-instruct-2048
Model Size30b
Required VRAM17.6 GB
Updated2025-02-22
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-2   7.6 GB: 2-of-2
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licenseother
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

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/upstage-llama-30b-instruct-2048-AWQ.

Rank the Upstage Llama 30B Instruct 2048 AWQ 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 v20241227
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