What are the hardware requirements for Mpt 7B Instruct Peft Compatible?

Mpt 7B Instruct Peft Compatible requires approximately 13.3 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Mpt 7B Instruct Peft Compatible and how large is it?

Mpt 7B Instruct Peft Compatible is developed by eluzhnica, a model with 7b 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 Mpt 7B Instruct Peft Compatible?

Mpt 7B Instruct Peft Compatible is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Mpt 7B Instruct Peft Compatible by eluzhnica — VRAM 13.3GB

Name: Mpt 7B Instruct Peft Compatible
Author: eluzhnica

Mpt 7B Instruct Peft Compatible is an open-source language model by eluzhnica. Features: 7b LLM, VRAM: 13.3GB, License: cc-by-sa-3.0, Instruction-Based, LLM Explorer Score: 0.07.

Arxiv:2010.04245 Arxiv:2108.12409 Arxiv:2205.14135 Composer Custom code Dataset:mosaicml/dolly hhrlhf Instruct Llm-foundry Mosaicml Mpt Pytorch Region:us Sharded

Model Card on HF 🤗: https://huggingface.co/eluzhnica/mpt-7b-instruct-peft-compatible

Mpt 7B Instruct Peft Compatible Parameters and Internals

Model Type

text generation

Use Cases

Limitations:

Can produce factually incorrect output., May generate lewd, biased or otherwise offensive outputs.

Additional Notes

Inspired by implementations from other repositories for compatibility with PEFT (tested with QLoRA). Not finetuned further from original weights.

Training Details

Data Sources:

sam-mosaic/dolly_hhrlhf, Databricks Dolly-15k, Anthropic Helpful and Harmless (HH-RLHF)

Methodology:

Fine-tuning

Context Length:

2048

Training Time:

2.3 hours

Hardware Used:

8 A100-40GB GPUs

Model Architecture:

Modified decoder-only transformer with FlashAttention and ALiBi

LLM Name	Mpt 7B Instruct Peft Compatible
Repository 🤗	https://huggingface.co/eluzhnica/mpt-7b-instruct-peft-compatible
Model Size	7b
Required VRAM	13.3 GB
Updated	2026-08-03
Maintainer	eluzhnica
Model Type	mpt
Instruction-Based	Yes
Model Files	9.9 GB: 1-of-2 3.4 GB: 2-of-2
Model Architecture	MPTForCausalLM
License	cc-by-sa-3.0
Model Max Length	2048
Transformers Version	4.28.1
Tokenizer Class	GPTNeoXTokenizer
Vocabulary Size	50432
Torch Data Type	bfloat16

Rank the Mpt 7B Instruct Peft Compatible 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 Mpt 7B Instruct Peft Compatible

Best Alternatives	Context / RAM	Downloads	Likes
Mpt 7B Chat	0K / 13.3 GB	80920	518
Mpt 7B Instruct	0K / 13.3 GB	7946	470
Mpt 7B Int8 Ov	0K / 0 GB	13	0
Mpt 7B 8K Instruct	0K / 13.3 GB	2012	27
Sea Lion 7B Instruct	0K / 15 GB	208	23
Sea Lion 7B Instruct Research	0K / 15 GB	11	14
Results	0K / 13.3 GB	7	0
Mpt 7B 8K Chat Sharded Bf16	0K / 13.4 GB	7	1
...7B 8K Instruct Peft Compatible	0K / 13.3 GB	9	1
Vigogne Mpt 7B Instruct	0K / 13.4 GB	7	0

Note: green Score (e.g. "73.2") means that the model is better than eluzhnica/mpt-7b-instruct-peft-compatible.