What are the hardware requirements for LFM2.5 VL 3B Ffn8192 Int4?

LFM2.5 VL 3B Ffn8192 Int4 requires approximately 2.6 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed LFM2.5 VL 3B Ffn8192 Int4 and how large is it?

LFM2.5 VL 3B Ffn8192 Int4 is developed by konic-labs, a model with 3b 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 VL 3B Ffn8192 Int4?

LFM2.5 VL 3B Ffn8192 Int4 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

LFM2.5 VL 3B Ffn8192 Int4 by konic-labs — VRAM 2.6GB

Name: LFM2.5 VL 3B Ffn8192 Int4
Author: konic-labs

LFM2.5 VL 3B Ffn8192 Int4 is an open-source language model by konic-labs. Features: 3b LLM, VRAM: 2.6GB, License: other, LLM Explorer Score: 0.26.

Compressed-tensors Compression Custom code Gptq Konic Lfm2 Lfm2 vl Quantization Region:us Safetensors Vision Vision-language-model Vllm

Model Card on HF 🤗: https://huggingface.co/konic-labs/LFM2.5-VL-3B-ffn8192-int4

LFM2.5 VL 3B Ffn8192 Int4 Parameters and Internals

LLM Name	LFM2.5 VL 3B Ffn8192 Int4
Repository 🤗	https://huggingface.co/konic-labs/LFM2.5-VL-3B-ffn8192-int4
Model Size	3b
Required VRAM	2.6 GB
Updated	2026-08-16
Maintainer	konic-labs
Model Type	lfm2_vl
Model Files	2.6 GB
Model Architecture	Lfm2VlForConditionalGeneration
License	other
Transformers Version	5.8.1
Tokenizer Class	TokenizersBackend
Padding Token	<\|pad\|>

Rank the LFM2.5 VL 3B Ffn8192 Int4 capabilities

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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 VL 3B Ffn8192 Int4

Best Alternatives	Context / RAM	Downloads	Likes
LFM2.5 VL 3B	0K / 6.2 GB	0	73
LFM2.5 VL 3B MLX Bf16	0K / 6.2 GB	217	14
LFM2.5 VL 3B	0K / 6.2 GB	259	2
...FM2.5 VL 3B MLX Mixed V6p6b4e4	0K / 2 GB	68	2
LFM2.5 VL 3B ONNX	0K / GB	10	14
LFM2 VL 3B	0K / 6 GB	12342	140
LFM2.5 VL 3B Heretic	0K / 6.2 GB	0	1
LFM2.5 VL 3B MLX 4bit	0K / 2.4 GB	272	15
LFM2.5 VL 3B MLX 8bit	0K / 3.7 GB	324	13
LFM2.5 VL 3B MLX 6bit	0K / 3 GB	83	12

Note: green Score (e.g. "73.2") means that the model is better than konic-labs/LFM2.5-VL-3B-ffn8192-int4.