LLM EXPLORER 59,420 MODELS INDEXED

Mita Math V2.3 2 25 2025 by formulae

By formulae · 7 downloads

Mita Math V2.3 2 25 2025 is an open-source language model by formulae. Features: 7b LLM, VRAM: 15.2GB, Context: 4K, Instruction-Based, Merged, LLM Explorer Score: 0.18.

  Merged Model   Arxiv:2311.03099 Base model:formulae/mita-v1.1-... Base model:formulae/mita-v1.2-... Base model:qwen/qwen2.5-math-7...   Conversational   Endpoints compatible   Instruct   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Mita Math V2.3 2 25 2025 Parameters and Internals

LLM NameMita Math V2.3 2 25 2025
Repository πŸ€—https://huggingface.co/formulae/mita-math-v2.3-2-25-2025 
Base Model(s)  formulae/mita-v1.1-7b-2-24-2025   formulae/mita-v1.2-7b-2-24-2025   Qwen/Qwen2.5-Math-7B-Instruct   formulae/mita-v1.1-7b-2-24-2025   formulae/mita-v1.2-7b-2-24-2025   Qwen/Qwen2.5-Math-7B-Instruct
Merged ModelYes
Model Size7b
Required VRAM15.2 GB
Updated2026-07-17
Maintainerformulae
Model Typeqwen2
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   4.9 GB: 2-of-4   5.0 GB: 3-of-4   0.3 GB: 4-of-4
Model ArchitectureQwen2ForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.48.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Mita Math V2.3 2 25 2025

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 7B Instruct 1M986K / 15.4 GB52534373
Hush Qwen2.5 7B RP V1.4 1M986K / 15.2 GB102
Qwen2.5 7B RRP 1M986K / 15.2 GB56
Qwen2.5 7B CelestialHarmony 1M986K / 14.8 GB87
Q2.5 Instruct 1M Harmony986K / 15.2 GB42
Impish QWEN 7B 1M986K / 15.2 GB46
COCO 7B Instruct 1M986K / 15.2 GB94
Apollo 7B986K / 15.2 GB80
Graph R1 7B986K / 15.3 GB73
Qwen2.5 7B Sky R1 Mini986K / 15.2 GB60
Note: green Score (e.g. "73.2") means that the model is better than formulae/mita-math-v2.3-2-25-2025.