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

Deepseek Math 7B Instruct by deepseek-ai

 »  All LLMs  »  deepseek-ai  »  Deepseek Math 7B Instruct   URL Share it on

  8959   
  Arxiv:2402.03300   Autotrain compatible   Conversational   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/deepseek-math-7b-instruct 

Deepseek Math 7B Instruct Benchmarks

ARC: 53.41 vs 96.7 (so35)-44.8%
HellaSwag: 71.5 vs 95.3 (gpt4)-25%
MMLU: 55.97 vs 88.3 (so35)-36.6%
TruthfulQA: 40.16 vs 59 (gpt4)-31.9%
WinoGrande: 65.75 vs 87.5 (gpt4)-24.9%
GSM8K: 19.41 vs 96.4 (so35)-79.9%
LLME Score: 0.25012
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepseek Math 7B Instruct (deepseek-ai/deepseek-math-7b-instruct)

Deepseek Math 7B Instruct Parameters and Internals

Model Type 
text generation, math problem-solving
Use Cases 
Areas:
research, education
Applications:
solving mathematical problems, providing step-by-step solutions
Primary Use Cases:
math tutoring, academic research
Considerations:
Use chain-of-thought prompts for optimal performance.
Additional Notes 
It's recommended to avoid adding a system prompt for compatibility reasons.
Supported Languages 
en (high proficiency), zh (high proficiency)
Input Output 
Input Format:
Messages structured as JSON objects with user prompts.
Accepted Modalities:
text
Output Format:
Formatted step-by-step solutions with final answer within boxed notation.
Performance Tips:
Use chain-of-thought prompts to improve solution generation.
LLM NameDeepseek Math 7B Instruct
Repository 🤗https://huggingface.co/deepseek-ai/deepseek-math-7b-instruct 
Model Size7b
Required VRAM13.9 GB
Updated2025-02-05
Maintainerdeepseek-ai
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-2   3.9 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.33.1
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<｜end▁of▁sentence｜>
Vocabulary Size102400
Torch Data Typebfloat16

Quantized Models of the Deepseek Math 7B Instruct

Model
Likes
Downloads
VRAM
...epseek Math 7B Instruct AWQ Q40124 GB
Deepseek Math 7B Instruct GPTQ064 GB
Deepseek Math 7B Instruct GGUF11232 GB

Best Alternatives to Deepseek Math 7B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
... Qwen2.5llamaify 7B V23.1 200K195K / 15.2 GB49502
SuperNeuralDreadDevil 8B128K / 16.1 GB311
Falcon3 7B Instruct32K / 14.8 GB4520749
Falcon3 Jessi V0.4 7B Slerp32K / 14.9 GB2638
Jessi V0.4 Falcon3 7B Instruct32K / 14.8 GB1030
Taurus Opus 7B32K / 14.8 GB659
Jessi V0.6 Falcon3 7B Instruct32K / 14.8 GB140
Jessi V0.2 Falcon3 7B Instruct32K / 14.8 GB240
Jessi V0.3 Falcon3 7B Instruct32K / 14.8 GB220
Jessi V0.5 Falcon3 7B Instruct32K / 14.8 GB200
Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/deepseek-math-7b-instruct.

Rank the Deepseek Math 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