Who developed Assurance Lora V3 and how large is it?

Assurance Lora V3 is developed by Faliii, a model with 1.1b 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 Assurance Lora V3?

Assurance Lora V3 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Assurance Lora V3 by Faliii

Name: Assurance Lora V3
Author: Faliii

Assurance Lora V3 is an open-source language model by Faliii. Features: 1.1b LLM, LLM Explorer Score: 0.28.

Arxiv:1910.09700 Base model:adapter:tinyllama/t... Base model:tinyllama/tinyllama... Lora Peft Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/Faliii/assurance-lora-v3

Assurance Lora V3 Parameters and Internals

LLM Name	Assurance Lora V3
Repository 🤗	https://huggingface.co/Faliii/assurance-lora-v3
Base Model(s)	TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
Model Size	1.1b
Required VRAM	0 GB
Updated	2026-10-01
Maintainer	Faliii
Model Files	0.0 GB
Model Architecture	AutoModel
Is Biased	none
Tokenizer Class	LlamaTokenizer
Padding Token	</s>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	v_proj\|q_proj
LoRA Alpha	32
LoRA Dropout	0.05
R Param	16

Rank the Assurance Lora V3 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 Assurance Lora V3

Best Alternatives	Context / RAM	Downloads	Likes
Siglip2 So400m Patch14 384	0K / 4.5 GB	818145	97
TinyLlama 1.1B Chat V1.0 Lora	0K / 0 GB	18	0
Siglip2 So400m Patch16 512	0K / 4.5 GB	87695	45
Tinnyllama Databricks	0K / 0 GB	5	0
TinyLlama 1.1B Chat V1.0	0K / 0 GB	0	1
TinyLlama 1.1B Chat V1.0 GGUF	0K / 0.5 GB	143745	233
Cisco INAM 1.1B	0K / 0.1 GB	47	0
TinyLlama 1.1B Chat V0.3 GGUF	0K / 0.5 GB	41141	48
TinyLlama 1.1B Gguf Unsloth	0K / 0.7 GB	31	1
TiamaPY 1.1B V24 Q8 0 GGUF	0K / 1.2 GB	10	0