What are the hardware requirements for Mpt 7B Assistant?

Mpt 7B Assistant 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 Assistant and how large is it?

Mpt 7B Assistant is developed by erfanzar, a model with 7b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does Mpt 7B Assistant perform on standard benchmarks?

Mpt 7B Assistant has the following published scores: LMSYS ELO 1474. Compare against reference models on this page or on the LLM Explorer leaderboards.

Mpt 7B Assistant by erfanzar — VRAM 13.3GB

Name: Mpt 7B Assistant
Author: erfanzar

Mpt 7B Assistant is an open-source language model by erfanzar. Features: 7b LLM, VRAM: 13.3GB, License: apache-2.0, LLM Explorer Score: 0.22, ELO: 1474.

Ar Autotrain compatible Code Custom code Dataset:eleutherai/pile Dataset:openwebtext De Easydel En Endpoints compatible Fa Fr Mpt Nl Ost Pytorch Region:us Sharded

Model Card on HF 🤗: https://huggingface.co/erfanzar/Mpt-7B-Assistant

Mpt 7B Assistant Benchmarks

LMSys ELO 1474 vs 1272 (so35) 15.9%

^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)

Mpt 7B Assistant Parameters and Internals

Model Type

text generation

Supported Languages

en (proficient), fa (proficient), de (proficient), fr (proficient), nl (proficient), ar (proficient)

Training Details

Data Sources:

EleutherAI/pile, openwebtext

Methodology:

Mpt-7B-Assistant model was trained using EasyDel and OST-OpenSourceTransformers library on Cloud TPUs.

Context Length:

5144

Hardware Used:

Cloud TPUs

Model Architecture:

Flax/JAX

LLM Name	Mpt 7B Assistant
Repository 🤗	https://huggingface.co/erfanzar/Mpt-7B-Assistant
Model Size	7b
Required VRAM	13.3 GB
Updated	2025-01-28
Maintainer	erfanzar
Model Type	mpt
Model Files	3.1 GB: 1-of-5 3.1 GB: 2-of-5 3.2 GB: 3-of-5 3.1 GB: 4-of-5 0.8 GB: 5-of-5
Supported Languages	en fa de fr nl ar
Model Architecture	MPTForCausalLM
License	apache-2.0
Model Max Length	2048
Transformers Version	4.30.2
Tokenizer Class	GPTNeoXTokenizer
Vocabulary Size	50432
Torch Data Type	float16

Rank the Mpt 7B Assistant 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 Assistant

Best Alternatives	Context / RAM	Downloads	Likes
Mpt 7B Chat	0K / 13.3 GB	80920	518
Mpt 7B	0K / 13.3 GB	18460	1173
Mpt 7B Storywriter	0K / 13.3 GB	2261	839
Mpt 7B Instruct	0K / 13.3 GB	7946	470
Mpt 7B Int8 Ov	0K / 0 GB	13	0
Mpt 7B	0K / 26.5 GB	3064	1
Shears Mpt 7B 50 Base	0K / 13.3 GB	5	2
Mpt 7B 8K	0K / 13.3 GB	1915	26
Mpt 7B 8K Chat	0K / 13.3 GB	1942	40
Mpt 7B 8K Instruct	0K / 13.3 GB	2012	27

Note: green Score (e.g. "73.2") means that the model is better than erfanzar/Mpt-7B-Assistant.