What are the hardware requirements for MFANN3b?

MFANN3b requires approximately 11.1 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.

Who developed MFANN3b and how large is it?

MFANN3b is developed by netcat420, a model with 2.8b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does MFANN3b perform on standard benchmarks?

MFANN3b has the following published scores: MMLU 26.74. Compare against reference models on this page or on the LLM Explorer leaderboards.

MFANN3b by netcat420 — VRAM 11.1GB, 128K context

Name: MFANN3b
Author: netcat420

MFANN3b is an open-source language model by netcat420. Features: 2.8b LLM, VRAM: 11.1GB, Context: 128K, License: mit, LLM Explorer Score: 0.23, Arc: 43.1, HellaSwag: 72.3, MMLU: 26.7, GSM8K: 3.3.

Base model:finetune:netcat420/... Base model:netcat420/mfann3b-s... Dataset:netcat420/mfann En Endpoints compatible Phi Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/netcat420/MFANN3b

MFANN3b Parameters and Internals

LLM Name	MFANN3b
Repository 🤗	https://huggingface.co/netcat420/MFANN3b
Base Model(s)	MFANN3b SFT netcat420/MFANN3b-SFT
Model Size	2.8b
Required VRAM	11.1 GB
Updated	2026-07-14
Maintainer	netcat420
Model Type	phi
Model Files	5.0 GB: 1-of-3 5.0 GB: 2-of-3 1.1 GB: 3-of-3
Supported Languages	en
Model Architecture	PhiForCausalLM
License	mit
Context Length	131072
Model Max Length	131072
Transformers Version	4.38.2
Tokenizer Class	CodeGenTokenizer
Vocabulary Size	51200
Torch Data Type	bfloat16

Rank the MFANN3b 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 MFANN3b

Best Alternatives	Context / RAM	Downloads
MFANN3bv0.24	128K / 11.1 GB	6
MFANN3bv1.4	128K / 11.1 GB	8
MFANN Phigments Slerp V3.2	128K / 5.6 GB	6
MFANN3bv1.3	128K / 11.1 GB	14
MFANN3bv0.23	128K / 11.1 GB	10
MFANN3bv1.1	128K / 11.1 GB	10
MFANN3bv1.5	128K / 11.1 GB	8
MFANN Liminerity Slerp 4a	128K / 5.6 GB	7
MFANN3b Rebase	128K / 11.1 GB	7
MFANN3b SFT	128K / 5.6 GB	5