What are the hardware requirements for Lemonilia ShoriRP V0.75d?

Lemonilia ShoriRP V0.75d requires approximately 0.2 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Lemonilia ShoriRP V0.75d and how large is it?

Lemonilia ShoriRP V0.75d is developed by Triangle104, 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 Lemonilia ShoriRP V0.75d perform on standard benchmarks?

Lemonilia ShoriRP V0.75d has the following published scores: MMLU 60.78, LMSYS ELO 1072. Compare against reference models on this page or on the LLM Explorer leaderboards.

Lemonilia ShoriRP V0.75d by Triangle104 — VRAM 0.2GB

Name: Lemonilia ShoriRP V0.75d
Author: Triangle104

Lemonilia ShoriRP V0.75d is an open-source language model by Triangle104. Features: 7b LLM, VRAM: 0.2GB, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.27, ELO: 1072, Arc: 63.1, HellaSwag: 84.9, MMLU: 60.8, GSM8K: 40.

4-bit Adapter Base model:mistralai/mistral-7... Base model:quantized:mistralai... Bitsandbytes Conversational En Endpoints compatible Finetuned Gguf Instruct Lora Mistral Not-for-all-audiences Quantized Region:us

Model Card on HF 🤗: https://huggingface.co/Triangle104/lemonilia_ShoriRP-v0.75d

Lemonilia ShoriRP V0.75d Benchmarks

LMSys ELO 1072 vs 1272 (so35) -15.7%

^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)

Lemonilia ShoriRP V0.75d Parameters and Internals

LLM Name	Lemonilia ShoriRP V0.75d
Repository 🤗	https://huggingface.co/Triangle104/lemonilia_ShoriRP-v0.75d
Base Model(s)	mistralai/Mistral-7B-Instruct-v0.2 mistralai/Mistral-7B-Instruct-v0.2
Model Size	7b
Required VRAM	0.2 GB
Updated	2025-09-23
Maintainer	Triangle104
Instruction-Based	Yes
Model Files	5.9 GB 5.9 GB 0.2 GB
Supported Languages	en
GGUF Quantization	Yes
Quantization Type	gguf
Model Architecture	Adapter
License	apache-2.0
Is Biased	none
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	down_proj\|gate_proj\|q_proj\|k_proj\|o_proj\|v_proj\|up_proj
LoRA Alpha	16
LoRA Dropout	0.1
R Param	20

Rank the Lemonilia ShoriRP V0.75d 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 Lemonilia ShoriRP V0.75d

Best Alternatives	Context / RAM	Downloads	Likes
CRA V1 Guided 7B	0K / 0.1 GB	82	2
... Instruct Mistral 7B V0.1.gguf	0K / 0 GB	2	1
...en2.5 Coder 7B Vietnamese LoRA	0K / 0.3 GB	45	0
Mistral Numericnlg FV	0K / 0.3 GB	6	0
Mistral Wikitable FV	0K / 0.3 GB	6	0
Mistral Charttotext FV	0K / 0.3 GB	5	0
Zephyr 7B Beta Agent Instruct	0K / 0.3 GB	11	1
Falcon 7B Instruct 4bit Lora	0K / 0 GB	0	1
Vilaw Llm DPO	0K / 0.2 GB	17	2
Zduhac Cyber 7B V2	0K / 0 GB	8	1

Note: green Score (e.g. "73.2") means that the model is better than Triangle104/lemonilia_ShoriRP-v0.75d.