What are the hardware requirements for Llama3.2 Octo.Thinker.iNano 1B?

Llama3.2 Octo.Thinker.iNano 1B requires approximately 3 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 Llama3.2 Octo.Thinker.iNano 1B and how large is it?

Llama3.2 Octo.Thinker.iNano 1B is developed by gss1147, 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 Llama3.2 Octo.Thinker.iNano 1B?

Llama3.2 Octo.Thinker.iNano 1B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Llama3.2 Octo.Thinker.iNano 1B by gss1147 — VRAM 3GB, 128K context

Name: Llama3.2 Octo.Thinker.iNano 1B
Author: gss1147

Llama3.2 Octo.Thinker.iNano 1B is an open-source language model by gss1147. Features: 1b LLM, VRAM: 3GB, Context: 128K, License: other, Instruction-Based, Merged, LLM Explorer Score: 0.23.

Merged Model 1b Base model:meta-llama/llama-3.... Base model:neuralakeai/isa-02-... Base model:octothinker/octothi... Chat Coding En Endpoints compatible Gss1147 Instruct Llama Llama-3.2 Reasoning Region:us Safetensors Slerp

Model Card on HF 🤗: https://huggingface.co/WithinUsAI/Llama3.2-Octo.Thinker.iNano-1B

Llama3.2 Octo.Thinker.iNano 1B Parameters and Internals

LLM Name	Llama3.2 Octo.Thinker.iNano 1B
Repository 🤗	https://huggingface.co/WithinUsAI/Llama3.2-Octo.Thinker.iNano-1B
Base Model(s)	NeuraLakeAi/iSA-02-Nano-Llama-3.2-1B OctoThinker/OctoThinker-1B-Hybrid-Base meta-llama/Llama-3.2-1B-Instruct NeuraLakeAi/iSA-02-Nano-Llama-3.2-1B OctoThinker/OctoThinker-1B-Hybrid-Base meta-llama/Llama-3.2-1B-Instruct
Merged Model	Yes
Model Size	1b
Required VRAM	3 GB
Updated	2026-06-27
Maintainer	gss1147
Model Type	llama
Instruction-Based	Yes
Model Files	3.0 GB
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	other
Context Length	131072
Model Max Length	131072
Transformers Version	5.3.0
Tokenizer Class	PreTrainedTokenizer
Vocabulary Size	128256

Rank the Llama3.2 Octo.Thinker.iNano 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 Llama3.2 Octo.Thinker.iNano 1B

Best Alternatives	Context / RAM	Downloads	Likes
Llama 3.2 1B Instruct	128K / 2.5 GB	212072	100
...1B Claude Opus Fable5 Thinking	128K / 2.2 GB	6165	166
Llama 3.2 1B Instruct	128K / 2.5 GB	10114634	1549
LlaMa3.2 1B Instruct	128K / 4.9 GB	14	0
Llama 3.2 1B Instruct Bf16	128K / 2.5 GB	510	5
Llama3.2 1B Manumit V1	128K / 2.5 GB	132	0
Llama 3.2 1B Instruct	128K / 2.5 GB	20	0
...Claude Opus Fable5 V2 Thinking	128K / 2.2 GB	288	4
Llama 3.2 Mavrick.Spark 1B	128K / 2.5 GB	260	2
Type O1 Mini Instruct	128K / 2.5 GB	232	0

Note: green Score (e.g. "73.2") means that the model is better than WithinUsAI/Llama3.2-Octo.Thinker.iNano-1B.