What are the hardware requirements for Titulm Llama 3.2 3B V2.0?

Titulm Llama 3.2 3B V2.0 requires approximately 6.7 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 Titulm Llama 3.2 3B V2.0 and how large is it?

Titulm Llama 3.2 3B V2.0 is developed by hishab, a model with 3b 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 Titulm Llama 3.2 3B V2.0?

Titulm Llama 3.2 3B V2.0 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Titulm Llama 3.2 3B V2.0 by hishab — VRAM 6.7GB, 128K context

Name: Titulm Llama 3.2 3B V2.0
Author: hishab

Titulm Llama 3.2 3B V2.0 is an open-source language model by hishab. Features: 3b LLM, VRAM: 6.7GB, Context: 128K, License: llama3.2, LLM Explorer Score: 0.16.

Arxiv:2502.11187 Bn Conversational Endpoints compatible Hishab Llama Llama-3 Llama-factory Pytorch Region:us Safetensors Sharded Tensorflow Titulm

Model Card on HF 🤗: https://huggingface.co/hishab/titulm-llama-3.2-3b-v2.0

Titulm Llama 3.2 3B V2.0 Parameters and Internals

LLM Name	Titulm Llama 3.2 3B V2.0
Repository 🤗	https://huggingface.co/hishab/titulm-llama-3.2-3b-v2.0
Model Size	3b
Required VRAM	6.7 GB
Updated	2026-08-10
Maintainer	hishab
Model Type	llama
Model Files	5.0 GB: 1-of-2 1.7 GB: 2-of-2 0.0 GB
Supported Languages	bn
Model Architecture	LlamaForCausalLM
License	llama3.2
Context Length	131072
Model Max Length	131072
Transformers Version	4.45.2
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|eot_id\|>
Vocabulary Size	170497
Torch Data Type	bfloat16

Rank the Titulm Llama 3.2 3B V2.0 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 Titulm Llama 3.2 3B V2.0

Best Alternatives	Context / RAM	Downloads	Likes
Nanbeige4.1 3B	256K / 7.9 GB	20875	1161
Nanbeige4.1 3B Heretic	256K / 7.9 GB	149	50
Nanbeige4.1 3B Heretic Mxfp4	256K / 7.9 GB	34	2
Nanbeige4.1 3B Bf16	256K / 7.9 GB	47	3
...anbeige4.1 3B Heretic Bfloat16	256K / 7.9 GB	33	1
Nanbeige4.1 3B Heretic	256K / 7.9 GB	14	1
Nanbeige4.1 3B Heretic	256K / 7.9 GB	15	0
ISA 03 Mini 3B Hybrid Preview	256K / 6.5 GB	4	4
ToolMind Web 3B	192K / 7.9 GB	156	28
Llama 3.2 3B Instruct	128K / 6.5 GB	1829572	2368

Note: green Score (e.g. "73.2") means that the model is better than hishab/titulm-llama-3.2-3b-v2.0.