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

LFM2.5 2.6B ONNX requires 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 ONNX and how large is it?

LFM2.5 2.6B ONNX is developed by LiquidAI, 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 ONNX?

LFM2.5 2.6B ONNX 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 ONNX by LiquidAI — 125K context

Name: LFM2.5 2.6B ONNX
Author: LiquidAI

LFM2.5 2.6B ONNX is an open-source language model by LiquidAI. Features: 2.6b LLM, Context: 125K, License: other.

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 Onnx Onnxruntime Pl Pt Region:us Ru Th Vi Webgpu Zh

Model Card on HF 🤗: https://huggingface.co/LiquidAI/LFM2.5-2.6B-ONNX

LFM2.5 2.6B ONNX Parameters and Internals

LLM Name	LFM2.5 2.6B ONNX
Repository 🤗	https://huggingface.co/LiquidAI/LFM2.5-2.6B-ONNX
Base Model(s)	LiquidAI/LFM2.5-2.6B LiquidAI/LFM2.5-2.6B
Model Size	2.6b
Updated	2026-08-09
Maintainer	LiquidAI
Model Type	lfm2
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	5.0.0.dev0
Tokenizer Class	TokenizersBackend
Padding Token	<\|pad\|>
Vocabulary Size	128000

Rank the LFM2.5 2.6B ONNX 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 ONNX

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 2.6B Exp	125K / 5.1 GB	3203	339
LFM2 2.6B	125K / 5.1 GB	6778	188
LFM2 2.6B Transcript	125K / 5.1 GB	459	171
LFM2 2.6B Transcript ONNX	125K / GB	71	13

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