What are the hardware requirements for Lfm25 350M Struct?

Lfm25 350M Struct 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 Lfm25 350M Struct and how large is it?

Lfm25 350M Struct is developed by mlabonne, 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 Lfm25 350M Struct?

Lfm25 350M Struct is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Lfm25 350M Struct by mlabonne — VRAM 0.7GB, 125K context

Name: Lfm25 350M Struct
Author: mlabonne

Lfm25 350M Struct is an open-source language model by mlabonne. Features: 350m LLM, VRAM: 0.7GB, Context: 125K, LLM Explorer Score: 0.26.

Arxiv:1910.09700 Conversational Endpoints compatible Grpo Lfm2 Region:us Safetensors Trl

Model Card on HF 🤗: https://huggingface.co/mlabonne/lfm25-350m-struct

Lfm25 350M Struct Parameters and Internals

LLM Name	Lfm25 350M Struct
Repository 🤗	https://huggingface.co/mlabonne/lfm25-350m-struct
Model Size	350m
Required VRAM	0.7 GB
Updated	2026-08-09
Maintainer	mlabonne
Model Type	lfm2
Model Files	0.7 GB
Model Architecture	Lfm2ForCausalLM
Context Length	128000
Model Max Length	128000
Transformers Version	5.13.0
Tokenizer Class	TokenizersBackend
Padding Token	<\|pad\|>
Vocabulary Size	65536

Rank the Lfm25 350M Struct 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 Lfm25 350M Struct

Best Alternatives	Context / RAM	Downloads	Likes
LFM2.5 350M	125K / 0.7 GB	91807	384
...max Video Prompt Enhancer 350M	125K / 0.7 GB	252	0
Lfm2.5 350M Manumit V1	125K / 0.7 GB	133	0
Gallium 350M	125K / 0.7 GB	578	11
LFM2.5 350M Base	125K / 0.7 GB	9543	24
LFM2 350M	125K / 0.7 GB	22841	247
LiquidAI LFM2.5 350M SYNTH	125K / 0.7 GB	222	1
LFM2.5 350M ONNX	125K / GB	759	4
LFM2 350M CPT	125K / 0.7 GB	632	0
LFM2.5 350M ONNX	125K / GB	453	18

Note: green Score (e.g. "73.2") means that the model is better than mlabonne/lfm25-350m-struct.