What are the hardware requirements for ToddLora 13B V2?

ToddLora 13B V2 requires approximately 0.4 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed ToddLora 13B V2 and how large is it?

ToddLora 13B V2 is developed by autobots, a model with 13b 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 ToddLora 13B V2?

ToddLora 13B V2 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

ToddLora 13B V2 by autobots — VRAM 0.4GB

Name: ToddLora 13B V2
Author: autobots

ToddLora 13B V2 is an open-source language model by autobots. Features: 13b LLM, VRAM: 0.4GB, LLM Explorer Score: 0.07.

Adapter Finetuned Lora Region:us

Model Card on HF 🤗: https://huggingface.co/autobots/ToddLora_13b_v2

ToddLora 13B V2 Parameters and Internals

Use Cases

Primary Use Cases:

Independent message output rather than sequential role play.

Limitations:

512 context length limits the message size in the dataset.

Training Details

Methodology:

More curated model with no duplicate messages or refusals. Writes longer and emotes more.

Context Length:

512

LLM Name	ToddLora 13b V2
Repository 🤗	https://huggingface.co/autobots/ToddLora_13b_v2
Model Size	13b
Required VRAM	0.4 GB
Updated	2026-07-20
Maintainer	autobots
Model Files	0.4 GB
Model Architecture	Adapter
Is Biased	none
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	q_proj\|v_proj
LoRA Alpha	256
LoRA Dropout	0.05
R Param	128

Rank the ToddLora 13B V2 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

Quantized Models of the ToddLora 13B V2

Model	Likes	Downloads	VRAM
Llama 2 13B 8bit	1	4	13 GB
Llama 13B 4bit Hf	2	11	7 GB
LLaMA 13B 4bit 32g	0	7	8 GB

Best Alternatives to ToddLora 13B V2

Best Alternatives	Context / RAM	Downloads	Likes
Kimiko 13B	0K / 0.1 GB	0	30
Alpaca 13B Lora	0K / 0.1 GB	0	13
...10 2024 06 23 06 24 24 3558635	0K / 0.8 GB	5	0
...10 2024 06 22 21 11 23 3558624	0K / 0.8 GB	5	0
LLaMA2 13B Stop Hate	0K / 0.5 GB	6	1
Llama 2 13b Vacancies Lora	0K / 0.1 GB	0	1
Llama2 13B Qlora Openassistant	0K / 0.3 GB	4	1
EverythingLM 13B V3 Peft	0K / 0.5 GB	6	1
...s Wiki 1024 Full R 64 Alpha 16	0K / 1 GB	5	0
...f Eli5 Wiki 1024 R 64 Alpha 16	0K / 1 GB	11	0

Note: green Score (e.g. "73.2") means that the model is better than autobots/ToddLora_13b_v2.