What are the hardware requirements for Cogito V1 Preview Llama 3B?

Cogito V1 Preview Llama 3B requires approximately 7.2 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 Cogito V1 Preview Llama 3B and how large is it?

Cogito V1 Preview Llama 3B is developed by deepcogito, 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 Cogito V1 Preview Llama 3B?

Cogito V1 Preview Llama 3B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Cogito V1 Preview Llama 3B by deepcogito — VRAM 7.2GB, 128K context

Name: Cogito V1 Preview Llama 3B
Author: deepcogito

Cogito V1 Preview Llama 3B is an open-source language model by deepcogito. Features: 3b LLM, VRAM: 7.2GB, Context: 128K, License: llama3.2, LLM Explorer Score: 0.19.

Base model:finetune:meta-llama... Base model:meta-llama/llama-3.... Conversational Deploy:azure Endpoints compatible Llama Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/deepcogito/cogito-v1-preview-llama-3B

Cogito V1 Preview Llama 3B Parameters and Internals

LLM Name	Cogito V1 Preview Llama 3B
Repository 🤗	https://huggingface.co/deepcogito/cogito-v1-preview-llama-3B
Base Model(s)	meta-llama/Llama-3.2-3B meta-llama/Llama-3.2-3B
Model Size	3b
Required VRAM	7.2 GB
Updated	2026-08-03
Maintainer	deepcogito
Model Type	llama
Model Files	5.0 GB: 1-of-2 2.2 GB: 2-of-2
Model Architecture	LlamaForCausalLM
License	llama3.2
Context Length	131072
Model Max Length	131072
Transformers Version	4.49.0
Tokenizer Class	PreTrainedTokenizer
Vocabulary Size	128256
Torch Data Type	bfloat16

Rank the Cogito V1 Preview Llama 3B capabilities

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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 Cogito V1 Preview Llama 3B

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	18	0
Nanbeige4.1 3B Heretic	256K / 7.9 GB	14	1
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 deepcogito/cogito-v1-preview-llama-3B.