What are the hardware requirements for LFM2 350M CPT?

LFM2 350M CPT 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 350M CPT and how large is it?

LFM2 350M CPT is developed by madoss, 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 350M CPT?

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

LFM2 350M CPT by madoss — VRAM 0.7GB, 125K context

Name: LFM2 350M CPT
Author: madoss

LFM2 350M CPT is an open-source language model by madoss. Features: 350m LLM, VRAM: 0.7GB, Context: 125K, LLM Explorer Score: 0.25.

Base model:finetune:liquidai/l... Base model:liquidai/lfm2-350m Conversational Endpoints compatible Generated from trainer Lfm2 Region:us Safetensors Sft Trl Unsloth

Model Card on HF 🤗: https://huggingface.co/madoss/LFM2-350M-CPT

LFM2 350M CPT Parameters and Internals

LLM Name	LFM2 350M CPT
Repository 🤗	https://huggingface.co/madoss/LFM2-350M-CPT
Model Name	LiquidAI/LFM2-350M
Base Model(s)	LFM2 350M LiquidAI/LFM2-350M
Model Size	350m
Required VRAM	0.7 GB
Updated	2026-04-21
Maintainer	madoss
Model Type	lfm2
Model Files	0.7 GB
Model Architecture	Lfm2ForCausalLM
Context Length	128000
Model Max Length	128000
Tokenizer Class	TokenizersBackend
Padding Token	<\|pad\|>
Vocabulary Size	65536
Torch Data Type	float16

Rank the LFM2 350M CPT 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 350M CPT

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	338	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
LFM2.5 350M ONNX	125K / GB	453	18

Note: green Score (e.g. "73.2") means that the model is better than madoss/LFM2-350M-CPT.