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Deepseek 7B Instruct Matho Finetune by sudhanshu746

 »  All LLMs  »  sudhanshu746  »  Deepseek 7B Instruct Matho Finetune   URL Share it on

  17   
  Arxiv:2402.03300   4-bit   Autotrain compatible   Bitsandbytes   Conversational   Endpoints compatible   Finetuned   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/sudhanshu746/deepseek-7b-instruct-matho-finetune 

Deepseek 7B Instruct Matho Finetune Benchmarks

LLME Score: 0.2074
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepseek 7B Instruct Matho Finetune (sudhanshu746/deepseek-7b-instruct-matho-finetune)

Deepseek 7B Instruct Matho Finetune Parameters and Internals

Model Type 
Text Generation
Additional Notes 
This model is designed to assist in mathematical problem solving, using chain-of-thought reasoning and providing solutions in boxed format for clarity.
Supported Languages 
English (High), Chinese (High)
LLM NameDeepseek 7B Instruct Matho Finetune
Repository 🤗https://huggingface.co/sudhanshu746/deepseek-7b-instruct-matho-finetune 
Model Size7b
Required VRAM6.5 GB
Updated2024-12-21
Maintainersudhanshu746
Model Typellama
Instruction-BasedYes
Model Files  4.8 GB: 1-of-2   1.7 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
LicenseMIT
Context Length4096
Model Max Length4096
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size102400
Torch Data Typefloat32

Best Alternatives to Deepseek 7B Instruct Matho Finetune

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Context / RAM
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Likes
... Qwen2.5llamaify 7B V23.1 200K195K / 15.2 GB29820
SuperNeuralDreadDevil 8B128K / 16.1 GB1871
Falcon3 7B Instruct32K / 14.8 GB367628
Falcon3 7B Instruct 1.58bit32K / 3.3 GB36213
FalconSlerp2 7B32K / 14.9 GB60
Llama 2 7B 32K Instruct32K / 13.5 GB6318159
Qwen2 7B Instruct Llama32K / 15.2 GB93
Qwen2 7B Instruct Mistral32K / 15.2 GB131
AIRIC The Mistral32K / 14.4 GB7577
...ls Vikhr 7B Instruct 0.4 4bits32K / 5.2 GB80
Note: green Score (e.g. "73.2") means that the model is better than sudhanshu746/deepseek-7b-instruct-matho-finetune.

Rank the Deepseek 7B Instruct Matho Finetune 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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