What are the hardware requirements for Canto Llasa 1B?

Canto Llasa 1B requires approximately 2.7 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 Canto Llasa 1B and how large is it?

Canto Llasa 1B is developed by alvanlii, 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 Canto Llasa 1B?

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

Canto Llasa 1B by alvanlii — VRAM 2.7GB, 128K context

Name: Canto Llasa 1B
Author: alvanlii

Canto Llasa 1B is an open-source language model by alvanlii. Features: 1b LLM, VRAM: 2.7GB, Context: 128K, LLM Explorer Score: 0.18.

Arxiv:2404.16710 Llama Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/alvanlii/canto-llasa-1b

Canto Llasa 1B Benchmarks

LLME Score: 0.17907

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Canto Llasa 1B (alvanlii/canto-llasa-1b)

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Canto Llasa 1B Parameters and Internals

LLM Name	Canto Llasa 1B
Repository 🤗	https://huggingface.co/alvanlii/canto-llasa-1b
Model Size	1b
Required VRAM	2.7 GB
Updated	2026-07-18
Maintainer	alvanlii
Model Type	llama
Model Files	2.7 GB 2.8 GB 0.0 GB 5.5 GB
Model Architecture	LlamaForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	4.51.3
Tokenizer Class	PreTrainedTokenizer
Padding Token	<\|eot_id\|>
Vocabulary Size	193802
Torch Data Type	bfloat16

Best Alternatives to Canto Llasa 1B

Best Alternatives	Context / RAM	Downloads	Likes
ISA 02 Nano Llama 3.2 1B	1024K / 2.5 GB	123	4
LWM Text 1M	1024K / 13.5 GB	1149	29
LWM Text Chat 1M	1024K / 13.5 GB	53	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
Llama 3.2 1B Instruct	128K / 2.5 GB	8363204	1460
LlaMa3.2 1B Instruct	128K / 4.9 GB	102	0
MiniCPM5 1B SFT	128K / 2.2 GB	18635	35
Llama 3.2 1B	128K / 2.5 GB	1848852	2472

Note: green Score (e.g. "73.2") means that the model is better than alvanlii/canto-llasa-1b.

Rank the Canto Llasa 1B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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

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Release v20260328a

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Canto Llasa 1B by alvanlii

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Canto Llasa 1B Benchmarks

Canto Llasa 1B Parameters and Internals

Best Alternatives to Canto Llasa 1B

Rank the Canto Llasa 1B Capabilities

What open-source LLMs or SLMs are you in search of? 55205 in total.