What are the hardware requirements for LFM2 350M Math?

LFM2 350M Math 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 Math and how large is it?

LFM2 350M Math is developed by LiquidAI, 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 Math?

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

LFM2 350M Math by LiquidAI — VRAM 0.7GB, 125K context

Name: LFM2 350M Math
Author: LiquidAI

LFM2 350M Math is an open-source language model by LiquidAI. Features: 350m LLM, VRAM: 0.7GB, Context: 125K, License: other, LLM Explorer Score: 0.22.

Arxiv:2511.23404 Base model:finetune:liquidai/l... Base model:liquidai/lfm2-350m Conversational Deploy:azure Edge En Endpoints compatible Lfm2 Liquid Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/LiquidAI/LFM2-350M-Math

LFM2 350M Math Parameters and Internals

LLM Name	LFM2 350M Math
Repository 🤗	https://huggingface.co/LiquidAI/LFM2-350M-Math
Base Model(s)	LFM2 350M LiquidAI/LFM2-350M
Model Size	350m
Required VRAM	0.7 GB
Updated	2026-08-09
Maintainer	LiquidAI
Model Type	lfm2
Model Files	0.7 GB
Supported Languages	en
Model Architecture	Lfm2ForCausalLM
License	other
Context Length	128000
Model Max Length	128000
Transformers Version	4.55.0.dev0
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|pad\|>
Vocabulary Size	65536
Torch Data Type	bfloat16

Rank the LFM2 350M Math 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 Math

Best Alternatives	Context / RAM	Downloads	Likes
Minico M1 Preview	125K / 0.8 GB	473	1
LFM2.5 350M	125K / 0.7 GB	91807	384
LFM2.5 350M IT Extract	125K / 0.7 GB	660	0
LFM2.5 350M Thinking 0003	125K / 0.7 GB	1022	0
LFM2.5 350M Memory Extractor	125K / 0.7 GB	144	1
LFM2.5 350M Thinking	125K / 0.7 GB	604	0
LFM2.5 350M Base	125K / 0.7 GB	9543	24
...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	113	11

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