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ToddLora 13B V2 by autobots

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  Adapter   Finetuned   Lora   Region:us
Model Card on HF 🤗: https://huggingface.co/autobots/ToddLora_13b_v2 

ToddLora 13b V2 Benchmarks

LLME Score: 0.10412
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ToddLora 13B V2 (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 NameToddLora 13b V2
Repository 🤗https://huggingface.co/autobots/ToddLora_13b_v2 
Model Size13b
Required VRAM0.4 GB
Updated2025-02-05
Maintainerautobots
Model Files  0.4 GB
Model ArchitectureAdapter
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha256
LoRA Dropout0.05
R Param128

Quantized Models of the ToddLora 13B V2

Model
Likes
Downloads
VRAM
Llama 2 13B 8bit2713 GB
Llama 13B 4bit Hf267 GB
LLaMA 13B 4bit 32g0138 GB

Best Alternatives to ToddLora 13B V2

Best Alternatives
Context / RAM
Downloads
Likes
...10 2024 06 23 06 24 24 35586350K / 0.8 GB60
...10 2024 06 22 21 11 23 35586240K / 0.8 GB50
LLaMA2 13B Stop Hate0K / 0.5 GB31
Llama 2 13b Vacancies Lora0K / 0.1 GB01
Llama2 13B Qlora Openassistant0K / 0.3 GB21
...ation Llama2 13b Climate Fever0K / 26 GB21
Llama 2 13B Chat Fr0K / 0.2 GB2160
Llama 2 13B Chat Es0K / 0.2 GB2221
Typescript Instruct 20K V40K / 26 GB71
EverythingLM 13B V3 Peft0K / 0.5 GB81
Note: green Score (e.g. "73.2") means that the model is better than autobots/ToddLora_13b_v2.

Rank the ToddLora 13B V2 Capabilities

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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  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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