What are the hardware requirements for JoyAI LLM Flash 8bit?

JoyAI LLM Flash 8bit requires approximately 52.3 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 JoyAI LLM Flash 8bit and how large is it?

JoyAI LLM Flash 8bit is developed by mlx-community, a model with 48.9b 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 JoyAI LLM Flash 8bit?

JoyAI LLM Flash 8bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

JoyAI LLM Flash 8bit by mlx-community — VRAM 52.3GB, 128K context

Name: JoyAI LLM Flash 8bit
Author: mlx-community

JoyAI LLM Flash 8bit is an open-source language model by mlx-community. Features: 48.9b LLM, VRAM: 52.3GB, Context: 128K, Quantized, LLM Explorer Score: 0.22.

8-bit 8bit Base model:jdopensource/joyai-... Base model:quantized:jdopensou... Conversational Custom code En Joyai llm flash Mlx Quantized Region:us Safetensors Sharded Tensorflow Zh

Model Card on HF 🤗: https://huggingface.co/mlx-community/JoyAI-LLM-Flash-8bit

JoyAI LLM Flash 8bit Parameters and Internals

LLM Name	JoyAI LLM Flash 8bit
Repository 🤗	https://huggingface.co/mlx-community/JoyAI-LLM-Flash-8bit
Base Model(s)	JoyAI LLM Flash jdopensource/JoyAI-LLM-Flash
Model Size	48.9b
Required VRAM	52.3 GB
Updated	2026-08-10
Maintainer	mlx-community
Model Type	joyai_llm_flash
Model Files	5.2 GB: 1-of-10 5.3 GB: 2-of-10 5.3 GB: 3-of-10 5.3 GB: 4-of-10 5.3 GB: 5-of-10 5.3 GB: 6-of-10 5.3 GB: 7-of-10 5.3 GB: 8-of-10 5.3 GB: 9-of-10 4.7 GB: 10-of-10
Supported Languages	zh en
Quantization Type	8bit
Model Architecture	DeepseekV3ForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	4.44.2
Tokenizer Class	TokenizersBackend
Padding Token	<\|▁pad▁\|>
Vocabulary Size	129280
Torch Data Type	bfloat16

Rank the JoyAI LLM Flash 8bit 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 JoyAI LLM Flash 8bit

Best Alternatives	Context / RAM	Downloads	Likes
JoyAI LLM Flash 4bit DWQ	128K / 27.6 GB	52	4
JoyAI LLM Flash 5bit	128K / 33.6 GB	13	1

Note: green Score (e.g. "73.2") means that the model is better than mlx-community/JoyAI-LLM-Flash-8bit.