What are the hardware requirements for Nexgen Flash Lora?

Nexgen Flash Lora requires approximately 0.1 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Nexgen Flash Lora and how large is it?

Nexgen Flash Lora is developed by nexgen2, a model with 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 Nexgen Flash Lora?

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

Nexgen Flash Lora by nexgen2 — VRAM 0.1GB

Name: Nexgen Flash Lora
Author: nexgen2

Nexgen Flash Lora is an open-source language model by nexgen2. Features: 9b LLM, VRAM: 0.1GB, LLM Explorer Score: 0.24.

Arxiv:1910.09700 Base model:adapter:qwen/qwen3.... Base model:qwen/qwen3.5-9b Conversational Lora Peft Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/nexgen2/nexgen-flash-lora

Nexgen Flash Lora Parameters and Internals

LLM Name	Nexgen Flash Lora
Repository 🤗	https://huggingface.co/nexgen2/nexgen-flash-lora
Base Model(s)	Qwen/Qwen3.5-9B Qwen/Qwen3.5-9B
Model Size	9b
Required VRAM	0.1 GB
Updated	2026-09-12
Maintainer	nexgen2
Model Files	0.1 GB
Model Architecture	AutoModel
Model Max Length	262144
Is Biased	none
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	o_proj\|down_proj\|gate_proj\|v_proj\|k_proj\|up_proj\|q_proj
LoRA Alpha	32
LoRA Dropout	0.05
R Param	16
Errors	replace

Rank the Nexgen Flash Lora 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 Nexgen Flash Lora

Best Alternatives	Context / RAM	Downloads	Likes
VISION Ornith 1.5 9B	0K / 0.1 GB	18	1
Mai Replier 9B V2p1	0K / 0.5 GB	23	2
...ning Faster Same Normalization	0K / 1.4 GB	11	1
Qwen35 9B Stage2 DPO Lora	0K / 0 GB	14	1
Network Cloud Ops Engineer 9B	0K / 0.1 GB	29	2
AgentZero	0K / 18.6 GB	0	3
Gemma2 9B Uncensored Lora	0K / 0.2 GB	0	2
Yi 1.5 9B Chat GGUF	0K / 3.4 GB	568	4
...e Dolphin 2.9.1 Yi 1.5 9b GGUF	0K / 5.3 GB	22	0
...n Dolphin 2.9.1 Yi 1.5 9b GGUF	0K / 5.3 GB	41	0

Note: green Score (e.g. "73.2") means that the model is better than nexgen2/nexgen-flash-lora.