What are the hardware requirements for Llama 3 8B Instruct Bnb 4bit Ita Orpo?

Llama 3 8B Instruct Bnb 4bit Ita Orpo requires approximately 5.8 GB of VRAM and supports a context window of 8K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Llama 3 8B Instruct Bnb 4bit Ita Orpo and how large is it?

Llama 3 8B Instruct Bnb 4bit Ita Orpo is developed by diegobit, a model with 8b 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 8B Instruct Bnb 4bit Ita Orpo?

Llama 3 8B Instruct Bnb 4bit Ita Orpo is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Llama 3 8B Instruct Bnb 4bit Ita Orpo by diegobit — VRAM 5.8GB, 8K context

Name: Llama 3 8B Instruct Bnb 4bit Ita Orpo
Author: diegobit

Llama 3 8B Instruct Bnb 4bit Ita Orpo is an open-source language model by diegobit. Features: 8b LLM, VRAM: 5.8GB, Context: 8K, License: llama3, Quantized, Instruction-Based, LLM Explorer Score: 0.13.

4-bit 4bit Bitsandbytes Conversational Dataset:mii-community/ultrafee... Endpoints compatible Instruct Llama Quantized Region:us Safetensors Sharded Tensorflow Unsloth

Model Card on HF 🤗: https://huggingface.co/diegobit/llama-3-8b-Instruct-bnb-4bit-ita-orpo

Llama 3 8B Instruct Bnb 4bit Ita Orpo Parameters and Internals

Supported Languages

Italian (NLP)

Training Details

Data Sources:

mii-community/ultrafeedback-preferences-translated-ita

Data Volume:

55k rows

Methodology:

finetuning for the Italian language

Context Length:

8192

Training Time:

16h on an A100-40GB

Hardware Used:

A100-40GB

Model Architecture:

4bit, ORPO

LLM Name	Llama 3 8B Instruct Bnb 4bit Ita Orpo
Repository 🤗	https://huggingface.co/diegobit/llama-3-8b-Instruct-bnb-4bit-ita-orpo
Model Size	8b
Required VRAM	5.8 GB
Updated	2025-12-20
Maintainer	diegobit
Model Type	llama
Instruction-Based	Yes
Model Files	4.7 GB: 1-of-2 1.1 GB: 2-of-2
Quantization Type	4bit
Model Architecture	LlamaForCausalLM
License	llama3
Context Length	8192
Model Max Length	8192
Transformers Version	4.40.1
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|reserved_special_token_250\|>
Vocabulary Size	128256
Torch Data Type	bfloat16

Rank the Llama 3 8B Instruct Bnb 4bit Ita Orpo 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 Llama 3 8B Instruct Bnb 4bit Ita Orpo

Best Alternatives	Context / RAM	Downloads	Likes
...B Instruct Gradient 1048K 4bit	1024K / 4.5 GB	10	2
...B Instruct Gradient 1048K 8bit	1024K / 8.6 GB	11	1
...truct Gradient 1048K Bpw6 EXL2	1024K / 6.7 GB	2	2
...truct Gradient 1048K Bpw5 EXL2	1024K / 5.8 GB	5	0
Llama 3 8B Instruct 1048K 4bit	1024K / 4.5 GB	525	25
Llama 3 8B Instruct 1048K 8bit	1024K / 8.6 GB	213	17
... Gradient 1048K 8.0bpw H8 EXL2	1024K / 8.6 GB	2	3
...ct Gradient 1048K Bpw2.25 EXL2	1024K / 3.4 GB	5	1
Llama 3 8B Instruct 262K 2bit	256K / 2.5 GB	11	1
...B Instruct 262k V2 EXL2 5.0bpw	256K / 5.8 GB	5	1

Note: green Score (e.g. "73.2") means that the model is better than diegobit/llama-3-8b-Instruct-bnb-4bit-ita-orpo.