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Tulu 2 7B AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  Tulu 2 7B AWQ   URL Share it on

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  Arxiv:2311.10702   4-bit   Autotrain compatible   Awq   Base model:allenai/tulu-2-7b Base model:quantized:allenai/t... Dataset:allenai/tulu-v2-sft-mi...   En   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/tulu-2-7B-AWQ 

Tulu 2 7B AWQ Benchmarks

LLME Score: 0.14781
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tulu 2 7B AWQ (TheBloke/tulu-2-7B-AWQ)

Tulu 2 7B AWQ Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
Research applications, Chat interfaces, Natural language understanding
Primary Use Cases:
Assistant chats, Dialogue systems
Limitations:
Model can produce problematic outputs when prompted to do so
Considerations:
Not aligned to generate safe completions during the RLHF phase
Additional Notes 
AWQ offers an efficient, accurate, and fast low-bit weight quantization method.
Supported Languages 
en (Primary)
Training Details 
Data Sources:
Publicly available datasets, Synthetic datasets, Human-created datasets
Methodology:
Fine-tuning with RLHF
Input Output 
Input Format:
<|user|> {prompt} <|assistant|>
Accepted Modalities:
text
Output Format:
Textual responses
LLM NameTulu 2 7B AWQ
Repository 🤗https://huggingface.co/TheBloke/tulu-2-7B-AWQ 
Model NameTulu 2 7B
Model CreatorAllen Institute for AI
Base Model(s)  Tulu 2 7B   allenai/tulu-2-7b
Model Size7b
Required VRAM3.9 GB
Updated2025-02-22
MaintainerTheBloke
Model Typellama
Model Files  3.9 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/tulu-2-7B-AWQ.

Rank the Tulu 2 7B AWQ 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 v20241227
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