What are the hardware requirements for Cogrpo N3 Ring Qwen25 3B X Llama32 3B X Phi4mini Math345 GroupB Llama32 End?

Cogrpo N3 Ring Qwen25 3B X Llama32 3B X Phi4mini Math345 GroupB Llama32 End requires approximately 6.5 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Where can I download or evaluate Cogrpo N3 Ring Qwen25 3B X Llama32 3B X Phi4mini Math345 GroupB Llama32 End?

Cogrpo N3 Ring Qwen25 3B X Llama32 3B X Phi4mini Math345 GroupB Llama32 End is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Cogrpo N3 Ring Qwen25 3B X Llama32 3B X Phi4mini Math345 GroupB Llama32 End by logan7000 — VRAM 6.5GB, 128K context

Name: Cogrpo N3 Ring Qwen25 3B X Llama32 3B X Phi4mini Math345 GroupB Llama32 End
Author: logan7000

Cogrpo N3 Ring Qwen25 3B X Llama32 3B X Phi4mini Math345 GroupB Llama32 End is an open-source language model by logan7000. Features: 3b LLM, VRAM: 6.5GB, Context: 128K, Instruction-Based, LLM Explorer Score: 0.28.

Arxiv:2402.03300 Base model:finetune:meta-llama... Base model:meta-llama/llama-3.... Conversational Endpoints compatible Generated from trainer Grpo Instruct Llama Region:us Safetensors Sharded Tensorflow Trl

Model Card on HF 🤗: https://huggingface.co/logan7000/cogrpo-n3-ring-qwen25-3b-x-llama32-3b-x-phi4mini-math345-groupB-llama32-end

Cogrpo N3 Ring Qwen25 3B X Llama32 3B X Phi4mini Math345 GroupB Llama32 End Parameters and Internals

LLM Name	Cogrpo N3 Ring Qwen25 3B X Llama32 3B X Phi4mini Math345 GroupB Llama32 End
Repository 🤗	https://huggingface.co/logan7000/cogrpo-n3-ring-qwen25-3b-x-llama32-3b-x-phi4mini-math345-groupB-llama32-end
Model Name	group_B
Base Model(s)	meta-llama/Llama-3.2-3B-Instruct meta-llama/Llama-3.2-3B-Instruct
Model Size	3b
Required VRAM	6.5 GB
Updated	2026-09-16
Maintainer	logan7000
Model Type	llama
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-2 1.5 GB: 2-of-2 0.0 GB
Model Architecture	LlamaForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	4.57.6
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|eot_id\|>
Vocabulary Size	128256

Rank the Cogrpo N3 Ring Qwen25 3B X Llama32 3B X Phi4mini Math345 GroupB Llama32 End capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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

Best Alternatives to Cogrpo N3 Ring Qwen25 3B X Llama32 3B X Phi4mini Math345 GroupB Llama32 End

Best Alternatives	Context / RAM	Downloads	Likes
Llama 3.2 3B Instruct	128K / 6.5 GB	1829572	2368
Llama 3.2 3B Instruct	128K / 6.5 GB	186207	96
Llama 3.2 3B ClauseLM	128K / 6.4 GB	335	2
...ld Llama32 3B Instruct Qa 1p25	128K / 6.5 GB	340	1
...old Llama32 3B Instruct Qa 2p5	128K / 6.5 GB	334	1
...lama 3.2 3B ORPO Advertisement	128K / 6.5 GB	189	2
...3B TechWriter Instruct Unsloth	128K / 6.5 GB	627	1
...ama 3.2 3B TechWriter Instruct	128K / 6.4 GB	226	0
Llama 3.2 3B Instruct	128K / 6.5 GB	991	9
Alloma 3B Instruct	128K / 6.5 GB	55456	6

Note: green Score (e.g. "73.2") means that the model is better than logan7000/cogrpo-n3-ring-qwen25-3b-x-llama32-3b-x-phi4mini-math345-groupB-llama32-end.