What are the hardware requirements for Llama 3.2 3B Chain Reasoning?

Llama 3.2 3B Chain Reasoning requires approximately 6.5 GB of VRAM and supports a context window of 9K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Llama 3.2 3B Chain Reasoning and how large is it?

Llama 3.2 3B Chain Reasoning is developed by Shaleen123, 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 Llama 3.2 3B Chain Reasoning?

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

Llama 3.2 3B Chain Reasoning by Shaleen123 — VRAM 6.5GB, 9K context

Name: Llama 3.2 3B Chain Reasoning
Author: Shaleen123

Llama 3.2 3B Chain Reasoning is an open-source language model by Shaleen123. Features: 3b LLM, VRAM: 6.5GB, Context: 9K, LLM Explorer Score: 0.17.

Arxiv:1910.09700 Conversational Endpoints compatible Llama Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Shaleen123/llama-3.2-3B-chain-reasoning

Llama 3.2 3B Chain Reasoning Benchmarks

LLME Score: 0.17065

^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)

Llama 3.2 3B Chain Reasoning (Shaleen123/llama-3.2-3B-chain-reasoning)

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Llama 3.2 3B Chain Reasoning Parameters and Internals

LLM Name	Llama 3.2 3B Chain Reasoning
Repository 🤗	https://huggingface.co/Shaleen123/llama-3.2-3B-chain-reasoning
Model Size	3b
Required VRAM	6.5 GB
Updated	2026-05-25
Maintainer	Shaleen123
Model Type	llama
Model Files	5.0 GB: 1-of-2 1.5 GB: 2-of-2
Model Architecture	LlamaForCausalLM
Context Length	10000
Model Max Length	10000
Transformers Version	4.44.2
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|eot_id\|>
Vocabulary Size	128256
Torch Data Type	float16

Best Alternatives to Llama 3.2 3B Chain Reasoning

Best Alternatives	Context / RAM	Downloads	Likes
Nanbeige4.1 3B	256K / 7.9 GB	172832	1108
Nanbeige4.1 3B Heretic	256K / 7.9 GB	393	50
Nanbeige4.1 3B Bf16	256K / 7.9 GB	71	3
Nanbeige4.1 3B Heretic Mxfp4	256K / 7.9 GB	30	2
Nanbeige4.1 3B Heretic	256K / 7.9 GB	28	1
Nanbeige4.1 3B Heretic	256K / 7.9 GB	6	0
ISA 03 Mini 3B Hybrid Preview	256K / 6.5 GB	851	4
Llama 3.2 3B Instruct	128K / 6.5 GB	2205212	2139
Llama 3.2 3B	128K / 6.5 GB	1183471	785
Llama 3.2 3B Instruct	128K / 6.5 GB	1298	9

Note: green Score (e.g. "73.2") means that the model is better than Shaleen123/llama-3.2-3B-chain-reasoning.

Rank the Llama 3.2 3B Chain Reasoning 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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Llama 3.2 3B Chain Reasoning by Shaleen123

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Llama 3.2 3B Chain Reasoning Benchmarks

Llama 3.2 3B Chain Reasoning Parameters and Internals

Best Alternatives to Llama 3.2 3B Chain Reasoning

Rank the Llama 3.2 3B Chain Reasoning Capabilities

What open-source LLMs or SLMs are you in search of? 53999 in total.