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GRM 2.5 by OrionLLM

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GRM 2.5 is an open-source language model by OrionLLM. Features: 4b LLM, VRAM: 9.3GB, License: apache-2.0, LLM Explorer Score: 0.31.

Base model:finetune:qwen/qwen3...   Base model:qwen/qwen3.5-4b   Chat   Coding   Conversational   Eval-results   Image-text-to-text   Instruct   Math   Multimodal   Qwen3 5   Reasoning   Region:us   Safetensors   Science   Sharded   Tensorflow   Vision
Model Card on HF 🤗: https://huggingface.co/OrionLLM/GRM-2.5 

GRM 2.5 Benchmarks

LLME Score: 0.30524
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
GRM 2.5 (OrionLLM/GRM-2.5)
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GRM 2.5 Parameters and Internals

LLM NameGRM 2.5
Repository 🤗https://huggingface.co/OrionLLM/GRM-2.5 
Base Model(s)  Qwen/Qwen3.5-4B   Qwen/Qwen3.5-4B
Model Size4b
Required VRAM9.3 GB
Updated2026-06-23
MaintainerOrionLLM
Model Typeqwen3_5
Model Files  5.3 GB: 1-of-2   4.0 GB: 2-of-2
Model ArchitectureQwen3_5ForConditionalGeneration
Licenseapache-2.0
Model Max Length262144
Transformers Version4.57.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Errorsreplace

Best Alternatives to GRM 2.5

Best Alternatives
Context / RAM
Downloads
Likes
Qwopus3.5 4B V30K / 9.3 GB131614
....6 Opus Reasoning Distilled V20K / 9.3 GB102211
Qwen35 4B Plantdisease Cpt0K / 9.1 GB1561
Qwen 3.5 4b QLORA Finetuning0K / 9.3 GB1870
...e 4.6 Opus Reasoning Distilled0K / 9.3 GB24131
Qwen3.5 4B Mlx Vlm Nvfp40K / 3 GB840
Qwen3.5 4B MLX 4bit0K / 3 GB2629924
Qwen3.5 4B OptiQ 4bit0K / 0.1 GB828921
Qwen3.5 4B Mlx 4bit0K / 2.4 GB433
Note: green Score (e.g. "73.2") means that the model is better than OrionLLM/GRM-2.5.

Rank the GRM 2.5 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  

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