What are the hardware requirements for LFM2.5 2.6B Nvfp4?

LFM2.5 2.6B Nvfp4 requires approximately 1.5 GB of VRAM and supports a context window of 125K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed LFM2.5 2.6B Nvfp4 and how large is it?

LFM2.5 2.6B Nvfp4 is developed by mlx-community, a model with 2.6b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate LFM2.5 2.6B Nvfp4?

LFM2.5 2.6B Nvfp4 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

LFM2.5 2.6B Nvfp4 by mlx-community — VRAM 1.5GB, 125K context

Name: LFM2.5 2.6B Nvfp4
Author: mlx-community

LFM2.5 2.6B Nvfp4 is an open-source language model by mlx-community. Features: 2.6b LLM, VRAM: 1.5GB, Context: 125K, License: other, LLM Explorer Score: 0.3.

4-bit Ar Base model:liquidai/lfm2.5-2.6... Base model:quantized:liquidai/... Conversational De Edge En Es Fr Hi Id It Ja Ko Lfm2 Lfm2.5 Liquid Mlx Pl Pt Region:us Ru Safetensors Th Vi Zh

Model Card on HF 🤗: https://huggingface.co/mlx-community/LFM2.5-2.6B-nvfp4

LFM2.5 2.6B Nvfp4 Parameters and Internals

LLM Name	LFM2.5 2.6B Nvfp4
Repository 🤗	https://huggingface.co/mlx-community/LFM2.5-2.6B-nvfp4
Base Model(s)	LiquidAI/LFM2.5-2.6B LiquidAI/LFM2.5-2.6B
Model Size	2.6b
Required VRAM	1.5 GB
Updated	2026-08-10
Maintainer	mlx-community
Model Type	lfm2
Model Files	1.5 GB
Supported Languages	ar zh en fr de hi id it ja ko pl pt ru es th vi
Model Architecture	Lfm2ForCausalLM
License	other
Context Length	128000
Model Max Length	128000
Transformers Version	5.2.0
Tokenizer Class	TokenizersBackend
Padding Token	<\|pad\|>
Vocabulary Size	128000

Rank the LFM2.5 2.6B Nvfp4 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 LFM2.5 2.6B Nvfp4

Best Alternatives	Context / RAM	Downloads	Likes
LFM2.5 2.6B	128K / 5.4 GB	81522	398
LFM2.5 2.6B MLX Bf16	128K / 5.3 GB	108	2
LFM2.5 2.6B MLX Mxfp4	128K / 1.6 GB	57	2
LFM2.5 2.6B MLX Nvfp4	128K / 1.6 GB	64	1
LFM2.5 2.6B MLX Mxfp8	128K / 2.8 GB	23	1
LFM2.5 2.6B Base	125K / 5.4 GB	809	37
LFM2.5 2.6B ONNX	125K / GB	1900	18
Macaw	125K / 5.4 GB	691	6
LFM2 2.6B Exp	125K / 5.1 GB	3203	339
LFM2 2.6B	125K / 5.1 GB	6778	188

Note: green Score (e.g. "73.2") means that the model is better than mlx-community/LFM2.5-2.6B-nvfp4.