What are the hardware requirements for Skyfall DPO Lora?

Skyfall DPO Lora requires approximately 0.5 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Skyfall DPO Lora and how large is it?

Skyfall DPO Lora is developed by MRockatansky, a model with 31b 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 Skyfall DPO Lora?

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

Skyfall DPO Lora by MRockatansky — VRAM 0.5GB

Name: Skyfall DPO Lora
Author: MRockatansky

Skyfall DPO Lora is an open-source language model by MRockatansky. Features: 31b LLM, VRAM: 0.5GB, LLM Explorer Score: 0.23.

Arxiv:2305.18290 Base model:adapter:coder3101/s... Base model:coder3101/skyfall-3... Conversational Dpo Lora Peft Region:us Safetensors Trl

Model Card on HF 🤗: https://huggingface.co/MRockatansky/skyfall-dpo-lora

Skyfall DPO Lora Parameters and Internals

LLM Name	Skyfall DPO Lora
Repository 🤗	https://huggingface.co/MRockatansky/skyfall-dpo-lora
Model Name	dpo_skyfall_output
Base Model(s)	coder3101/Skyfall-31B-v4.2-heretic coder3101/Skyfall-31B-v4.2-heretic
Model Size	31b
Required VRAM	0.5 GB
Updated	2026-10-22
Maintainer	MRockatansky
Model Files	0.5 GB 0.0 GB
Model Architecture	AutoModel
Model Max Length	131072
Is Biased	none
Tokenizer Class	TokenizersBackend
Padding Token	<pad>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	o_proj\|gate_proj\|down_proj\|q_proj\|k_proj\|up_proj\|v_proj
LoRA Alpha	32
LoRA Dropout	0.05
R Param	16

Rank the Skyfall DPO 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 Skyfall DPO Lora

Best Alternatives	Context / RAM	Downloads	Likes
OTel 2.0 LLM 31B IT	256K / 64.2 GB	4007014	9
Gemma 4 31B Glimmer Rp V0.2	0K / 0.5 GB	13	0
...roMero V2 31B Heretic ARA LoRA	0K / 0.6 GB	0	1
Gemma 4 31B Vore Lora	0K / 0 GB	47	0
...31B It Distill Qwen3 0.6B Lora	0K / 0 GB	5	0
Couture Engine 31B V1.0 Lora	0K / 0.5 GB	23	0

Note: green Score (e.g. "73.2") means that the model is better than MRockatansky/skyfall-dpo-lora.