LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Qwen2 7B Instruct by rubra-ai

 »  All LLMs  »  rubra-ai  »  Qwen2 7B Instruct   URL Share it on

  17   
  Agentic   Autotrain compatible   Conversational   Doi:10.57967/hf/2683   En   Endpoints compatible   Function-calling   Instruct   Model-index   Qwen2   Region:us   Rubra   Safetensors   Sharded   Tensorflow   Tool-calling   Zh
Model Card on HF 🤗: https://huggingface.co/rubra-ai/Qwen2-7B-Instruct 

Qwen2 7B Instruct Benchmarks

LLME Score: 0.19581
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2 7B Instruct (rubra-ai/Qwen2-7B-Instruct)

Qwen2 7B Instruct Parameters and Internals

Model Type 
text-generation
Use Cases 
Primary Use Cases:
Complex multi-turn tool/function calling
Limitations:
The model may produce biased or incorrect outputs
Considerations:
Users should exercise caution and critical judgment when using the model in sensitive or high-stakes applications.
Additional Notes 
The model is intended for use with the Hugging Face 'transformers' and rubra library 'rubra-tools'.
Supported Languages 
en (unknown), zh (unknown)
Training Details 
Data Sources:
proprietary dataset consisting of diverse function calling, chat, and instruct data
Methodology:
Post-trained (freeze tuned & DPO)
Responsible Ai Considerations 
Fairness:
The model's outputs are influenced by the data it was trained on, which may contain inherent biases.
LLM NameQwen2 7B Instruct
Repository 🤗https://huggingface.co/rubra-ai/Qwen2-7B-Instruct 
Model Size7b
Required VRAM18.9 GB
Updated2025-02-05
Maintainerrubra-ai
Model Typeqwen2
Instruction-BasedYes
Model Files  4.7 GB: 1-of-4   4.9 GB: 2-of-4   5.0 GB: 3-of-4   4.3 GB: 4-of-4   0.0 GB
Supported Languagesen zh
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Qwen2 7B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 7B Instruct 1M986K / 15.4 GB25044175
Qwen2.5 7B RRP 1M986K / 15.2 GB974
COCO 7B Instruct 1M986K / 15.2 GB738
Q2.5 Instruct 1M Harmony986K / 15.2 GB350
Impish QWEN 7B 1M986K / 15.2 GB391
Qwen2.5 7B DeepSeek R1 1M986K / 15.2 GB508
MwM 7B CoT Merge1986K / 15.2 GB222
Mergekit Della Linear Vmeykci986K / 16.2 GB110
SJT 7B 1M986K / 15.2 GB131
....5 7B DeepSeek BunnyHarmony 1M986K / 14.8 GB01
Note: green Score (e.g. "73.2") means that the model is better than rubra-ai/Qwen2-7B-Instruct.

Rank the Qwen2 7B Instruct 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  

What open-source LLMs or SLMs are you in search of? 42577 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer