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Tulu 2 7B by allenai

 »  All LLMs  »  allenai  »  Tulu 2 7B   URL Share it on

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  Arxiv:2311.10702   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-2-...   Conversational Dataset:allenai/tulu-v2-sft-mi...   En   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/allenai/tulu-2-7b 

Tulu 2 7B Benchmarks

LLME Score: 0.15338
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 (allenai/tulu-2-7b)

Tulu 2 7B Parameters and Internals

Model Type 
Instruction and RLHF tuned chat model
Use Cases 
Limitations:
Model can produce problematic outputs, Model has not been aligned for safe completions
Additional Notes 
Model card adapted from Zephyr Beta.
Supported Languages 
en (Primarily English)
Training Details 
Data Sources:
Publicly available datasets, Synthetic datasets, Human-created datasets
Methodology:
Trained as a fine-tuned version of Llama 2 model
Input Output 
Input Format:
<|user|> Your message here! <|assistant|>
Performance Tips:
Include a newline after '<|assistant|>' for better generation quality.
LLM NameTulu 2 7B
Repository 🤗https://huggingface.co/allenai/tulu-2-7b 
Base Model(s)  Llama 2 7B Hf   meta-llama/Llama-2-7b-hf
Model Size7b
Required VRAM13.5 GB
Updated2025-02-22
Maintainerallenai
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.33.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Tulu 2 7B

Model
Likes
Downloads
VRAM
Tulu 2 7B GGUF11612 GB
Tulu 2 7B AWQ1923 GB
Tulu 2 7B GPTQ0313 GB

Best Alternatives to Tulu 2 7B

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Context / RAM
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Likes
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LlamaStock 8B128K / 16.1 GB111
SuperNeuralDreadDevil 8B128K / 16.1 GB541
Yarn Llama 2 7B 128K128K / 13.5 GB642239
LLaMA 7B PoSE YaRN 128K128K / 13.5 GB73
LLaMA 7B PoSE Linear 96K96K / 27 GB92
LLaMA 7B PoSE YaRN 96K96K / 13.5 GB111
Chat Llama2 7B 80K80K / 13.8 GB80
Note: green Score (e.g. "73.2") means that the model is better than allenai/tulu-2-7b.

Rank the Tulu 2 7B 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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