What are the hardware requirements for Llama32 Legal Id Sft?

Llama32 Legal Id Sft requires approximately 6.5 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 Llama32 Legal Id Sft and how large is it?

Llama32 Legal Id Sft is developed by naat08, 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 Llama32 Legal Id Sft?

Llama32 Legal Id Sft is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Llama32 Legal Id Sft by naat08 — VRAM 6.5GB, 128K context

Name: Llama32 Legal Id Sft
Author: naat08

Llama32 Legal Id Sft is an open-source language model by naat08. Features: 3b LLM, VRAM: 6.5GB, Context: 128K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.24.

4bit Base model:finetune:unsloth/ll... Base model:unsloth/llama-3.2-3... Conversational En Endpoints compatible Instruct Llama Quantized Region:us Safetensors Sharded Tensorflow Unsloth

Model Card on HF 🤗: https://huggingface.co/naat08/llama32-legal-id-sft

Llama32 Legal Id Sft Parameters and Internals

LLM Name	Llama32 Legal Id Sft
Repository 🤗	https://huggingface.co/naat08/llama32-legal-id-sft
Base Model(s)	unsloth/Llama-3.2-3B-Instruct-bnb-4bit unsloth/Llama-3.2-3B-Instruct-bnb-4bit
Model Size	3b
Required VRAM	6.5 GB
Updated	2026-07-30
Maintainer	naat08
Model Type	llama
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-2 1.5 GB: 2-of-2
Supported Languages	en
Quantization Type	4bit
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	131072
Model Max Length	131072
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|finetune_right_pad_id\|>
Vocabulary Size	128256
Torch Data Type	float16

Rank the Llama32 Legal Id Sft 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 Llama32 Legal Id Sft

Best Alternatives	Context / RAM	Downloads	Likes
Legal Chatbot Sft Llama3.2 3B	128K / 6.5 GB	834	0
Fine Tuning LLM	128K / 6.5 GB	380	0
Llama 3.2 3B Legal SFT	128K / 6.5 GB	294	0
Llama3 Finetuned Id 16bit	128K / 6.5 GB	652	0
Slm Rag Sft Merged	128K / 6.5 GB	297	0
Fine Tuning LLM	128K / 6.5 GB	534	0
...Llama 3.2 3B Legal Chatbot Sft	128K / 6.5 GB	817	0
Llama3.2 3B Legal Id Ft	128K / 6.5 GB	264	0
...lama 3.2 3B Legal Assistant Id	128K / 6.5 GB	283	0
Cheese 3B	128K / 1.8 GB	249	1

Note: green Score (e.g. "73.2") means that the model is better than naat08/llama32-legal-id-sft.