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Arithmo Mistral 7B by akjindal53244

 »  All LLMs  »  akjindal53244  »  Arithmo Mistral 7B   URL Share it on

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  Arxiv:2210.17517   Arxiv:2309.05653   Arxiv:2309.12284   Autotrain compatible Dataset:akjindal53244/arithmo-...   En   Endpoints compatible   Mathematical reasoning   Mistral   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/akjindal53244/Arithmo-Mistral-7B 

Arithmo Mistral 7B Benchmarks

LLME Score: 0.12914
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Arithmo Mistral 7B (akjindal53244/Arithmo-Mistral-7B)
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Arithmo Mistral 7B Parameters and Internals

Model Type 
fine-tuned
Use Cases 
Areas:
Mathematical Reasoning
Primary Use Cases:
reason and answer mathematical problems, generate Python programs for solving questions
Additional Notes 
It is recommended to use the Arithmo2-Mistral-7B model.
Supported Languages 
en (high)
Training Details 
Data Sources:
akjindal53244/Arithmo-Data
Methodology:
QLoRA
Hardware Used:
single RTX 4090 GPU
Model Architecture:
fine-tuned from mistralai/Mistral-7B-v0.1
Input Output 
Input Format:
Standard question prompt without any prefix
Accepted Modalities:
text
Output Format:
Reasoning steps with answer or Python programs
Performance Tips:
Use the recommended input format for best results.
Release Notes 
Version:
January 2024
Date:
2024-01
Notes:
New model release with improvements on GSM8K and MATH benchmarks.
LLM NameArithmo Mistral 7B
Repository 🤗https://huggingface.co/akjindal53244/Arithmo-Mistral-7B 
Model Size7b
Required VRAM15 GB
Updated2025-09-23
Maintainerakjindal53244
Model Typemistral
Model Files  9.9 GB: 1-of-2   5.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Arithmo Mistral 7B

Model
Likes
Downloads
VRAM
Arithmo Mistral 7B GGUF128443 GB
Arithmo Mistral 7B GPTQ464 GB
Arithmo Mistral 7B AWQ274 GB

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Astral 256K 7B250K / 14.4 GB50
Note: green Score (e.g. "73.2") means that the model is better than akjindal53244/Arithmo-Mistral-7B.

Rank the Arithmo Mistral 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 v20241124
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