What are the hardware requirements for LFM2.5 1.2B JP MLX Bf16?

LFM2.5 1.2B JP MLX Bf16 requires approximately 2.3 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 1.2B JP MLX Bf16 and how large is it?

LFM2.5 1.2B JP MLX Bf16 is developed by LiquidAI, a model with 1.2b 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 1.2B JP MLX Bf16?

LFM2.5 1.2B JP MLX Bf16 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

LFM2.5 1.2B JP MLX Bf16 by LiquidAI — VRAM 2.3GB, 125K context

Name: LFM2.5 1.2B JP MLX Bf16
Author: LiquidAI

LFM2.5 1.2B JP MLX Bf16 is an open-source language model by LiquidAI. Features: 1.2b LLM, VRAM: 2.3GB, Context: 125K, License: other, LLM Explorer Score: 0.22.

Base model:finetune:liquidai/l... Base model:liquidai/lfm2.5-1.2... Conversational Edge En Ja Japanese Lfm2 Lfm2.5 Liquid Mlx Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/LiquidAI/LFM2.5-1.2B-JP-MLX-bf16

LFM2.5 1.2B JP MLX Bf16 Parameters and Internals

LLM Name	LFM2.5 1.2B JP MLX Bf16
Repository 🤗	https://huggingface.co/LiquidAI/LFM2.5-1.2B-JP-MLX-bf16
Base Model(s)	LiquidAI/LFM2.5-1.2B-JP LiquidAI/LFM2.5-1.2B-JP
Model Size	1.2b
Required VRAM	2.3 GB
Updated	2026-08-08
Maintainer	LiquidAI
Model Type	lfm2
Model Files	2.3 GB
Supported Languages	ja en
Model Architecture	Lfm2ForCausalLM
License	other
Context Length	128000
Model Max Length	128000
Transformers Version	4.57.3
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|pad\|>
Vocabulary Size	65536

Rank the LFM2.5 1.2B JP MLX 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 1.2B JP MLX Bf16

Best Alternatives	Context / RAM	Downloads	Likes
LFM2.5 1.2B Instruct	125K / 2.3 GB	575331	647
LFM2.5 1.2B JP 202606	125K / 2.3 GB	24006	69
LFM2.5 1.2B Thinking	125K / 2.3 GB	32455	354
Tanpo Marketing	125K / 2.3 GB	1133	2
Tanpo Product	125K / 2.3 GB	982	1
Tanpo Ops	125K / 2.3 GB	491	0
Augmented A22a7e3362beba00	125K / 2.3 GB	268	0
LFM2.5 1.2B JP 202606 ONNX	125K / GB	9659	6
LFM2 1.2B	125K / 2.3 GB	147917	357
LFM2.5 1.2B Base	125K / 2.3 GB	22738	137

Note: green Score (e.g. "73.2") means that the model is better than LiquidAI/LFM2.5-1.2B-JP-MLX-bf16.