What are the hardware requirements for Sonoma 1.2B 0901?

Sonoma 1.2B 0901 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 Sonoma 1.2B 0901 and how large is it?

Sonoma 1.2B 0901 is developed by Mincofficial, 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 Sonoma 1.2B 0901?

Sonoma 1.2B 0901 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Sonoma 1.2B 0901 by Mincofficial — VRAM 2.3GB, 125K context

Name: Sonoma 1.2B 0901
Author: Mincofficial

Sonoma 1.2B 0901 is an open-source language model by Mincofficial. Features: 1.2b LLM, VRAM: 2.3GB, Context: 125K, License: other, Instruction-Based, LLM Explorer Score: 0.26.

Base model:finetune:mincoffici... Base model:mincofficial/sonoma... Code Conversational En Instruct Instruction-tuned Lfm2 Math Mlx Reasoning Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/Mincofficial/Sonoma-1.2B-0901

Sonoma 1.2B 0901 Parameters and Internals

LLM Name	Sonoma 1.2B 0901
Repository 🤗	https://huggingface.co/Mincofficial/Sonoma-1.2B-0901
Base Model(s)	Mincofficial/Sonoma-1.2B-Preview Mincofficial/Sonoma-1.2B-Preview
Model Size	1.2b
Required VRAM	2.3 GB
Updated	2026-09-04
Maintainer	Mincofficial
Model Type	lfm2
Instruction-Based	Yes
Model Files	2.3 GB
Supported Languages	en
Model Architecture	Lfm2ForCausalLM
License	other
Context Length	128000
Model Max Length	128000
Transformers Version	4.57.2
Tokenizer Class	TokenizersBackend
Padding Token	<\|pad\|>
Vocabulary Size	65536

Rank the Sonoma 1.2B 0901 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 Sonoma 1.2B 0901

Best Alternatives	Context / RAM	Downloads	Likes
LFM2.5 1.2B Instruct	125K / 2.3 GB	575331	647
...edMCQ LFM2.5 1.2B Answer EN SV	125K / 2.3 GB	443	1
...weMedMCQ LFM2.5 1.2B Answer SV	125K / 2.3 GB	442	1
...weMedMCQ LFM2.5 1.2B Answer EN	125K / 2.3 GB	441	1
...MedMCQ LFM2.5 1.2B Trace SV RW	125K / 2.3 GB	438	1
...MedMCQ LFM2.5 1.2B Trace EN SV	125K / 2.3 GB	438	1
SweMedMCQ LFM2.5 1.2B Trace SV	125K / 2.3 GB	434	1
SweMedMCQ LFM2.5 1.2B Trace EN	125K / 2.3 GB	431	1
Tanpo Marketing	125K / 2.3 GB	1133	2
Tanpo Product	125K / 2.3 GB	982	1

Note: green Score (e.g. "73.2") means that the model is better than Mincofficial/Sonoma-1.2B-0901.