What are the hardware requirements for MegaMath Llama 3.2 1B?

MegaMath Llama 3.2 1B requires approximately 2.5 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed MegaMath Llama 3.2 1B and how large is it?

MegaMath Llama 3.2 1B is developed by LLM360, a model with 1b 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 MegaMath Llama 3.2 1B?

MegaMath Llama 3.2 1B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

MegaMath Llama 3.2 1B by LLM360 — VRAM 2.5GB, 128K context

Name: MegaMath Llama 3.2 1B
Author: LLM360

MegaMath Llama 3.2 1B is an open-source language model by LLM360. Features: 1b LLM, VRAM: 2.5GB, Context: 128K, License: llama3.2, LLM Explorer Score: 0.17.

Arxiv:2504.02807 Code Cot Dataset:llm360/megamath En Endpoints compatible Llama Math Pal Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/LLM360/MegaMath-Llama-3.2-1B

MegaMath Llama 3.2 1B Parameters and Internals

LLM Name	MegaMath Llama 3.2 1B
Repository 🤗	https://huggingface.co/LLM360/MegaMath-Llama-3.2-1B
Model Size	1b
Required VRAM	2.5 GB
Updated	2026-07-06
Maintainer	LLM360
Model Type	llama
Model Files	2.5 GB
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	llama3.2
Context Length	131072
Model Max Length	131072
Transformers Version	4.48.3
Tokenizer Class	PreTrainedTokenizerFast
Vocabulary Size	128256
Torch Data Type	bfloat16

Rank the MegaMath Llama 3.2 1B 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 MegaMath Llama 3.2 1B

Best Alternatives	Context / RAM	Downloads	Likes
ISA 02 Nano Llama 3.2 1B	1024K / 2.5 GB	47	3
LWM Text 1M	1024K / 13.5 GB	1149	29
LWM Text Chat 1M	1024K / 13.5 GB	57	173
JOSIE 1M Base	1024K / 13.5 GB	12	1
JOSIE 1M Base	1024K / 13.5 GB	6	1
MiniCPM5 1B	128K / 2.2 GB	354385	868
...1B Claude Opus Fable5 Thinking	128K / 2.2 GB	6165	166
Llama 3.2 1B Instruct	128K / 2.5 GB	212072	100
Llama 3.2 1B Instruct	128K / 2.5 GB	10114634	1549
LlaMa3.2 1B Instruct	128K / 4.9 GB	14	0

Note: green Score (e.g. "73.2") means that the model is better than LLM360/MegaMath-Llama-3.2-1B.