What are the hardware requirements for LFM2.5 350M Bf16?

LFM2.5 350M Bf16 requires approximately 0.7 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 350M Bf16 and how large is it?

LFM2.5 350M Bf16 is developed by mlx-community, a model with 350m 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 350M Bf16?

LFM2.5 350M Bf16 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

LFM2.5 350M Bf16 by mlx-community — VRAM 0.7GB, 125K context

Name: LFM2.5 350M Bf16
Author: mlx-community

LFM2.5 350M Bf16 is an open-source language model by mlx-community. Features: 350m LLM, VRAM: 0.7GB, Context: 125K, License: other, LLM Explorer Score: 0.24.

Ar Base model:finetune:liquidai/l... Base model:liquidai/lfm2.5-350... Conversational De Edge En Es Fr Ja Ko Lfm2 Lfm2.5 Liquid Mlx Pt Region:us Safetensors Zh

Model Card on HF 🤗: https://huggingface.co/mlx-community/LFM2.5-350M-bf16

LFM2.5 350M Bf16 Parameters and Internals

LLM Name	LFM2.5 350M Bf16
Repository 🤗	https://huggingface.co/mlx-community/LFM2.5-350M-bf16
Base Model(s)	LiquidAI/LFM2.5-350M LiquidAI/LFM2.5-350M
Model Size	350m
Required VRAM	0.7 GB
Updated	2026-08-10
Maintainer	mlx-community
Model Type	lfm2
Model Files	0.7 GB
Supported Languages	en ar zh fr de ja ko es pt
Model Architecture	Lfm2ForCausalLM
License	other
Context Length	128000
Model Max Length	128000
Transformers Version	5.0.0rc1
Tokenizer Class	TokenizersBackend
Padding Token	<\|pad\|>
Vocabulary Size	65536

Rank the LFM2.5 350M Bf16 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 350M Bf16

Best Alternatives	Context / RAM	Downloads	Likes
LFM2.5 350M	125K / 0.7 GB	91807	384
LFM2.5 350M Base	125K / 0.7 GB	9543	24
...max Video Prompt Enhancer 350M	125K / 0.7 GB	252	0
Gallium 350M	125K / 0.7 GB	342	11
Lfm2.5 350M Manumit V1	125K / 0.7 GB	133	0
LFM2 350M	125K / 0.7 GB	22841	247
LiquidAI LFM2.5 350M SYNTH	125K / 0.7 GB	222	1
Lfm25 350M Struct	125K / 0.7 GB	60	1
LFM2.5 350M ONNX	125K / GB	759	4
LFM2 350M CPT	125K / 0.7 GB	632	0

Note: green Score (e.g. "73.2") means that the model is better than mlx-community/LFM2.5-350M-bf16.