Llama 2 13B Alpaca Spanish LoRA By marianbasti: Benchmarks, Features and Detailed Analysis. Insights on Llama 2 13B Alpaca Spanish LoRA.

Dataset:bertin-project/alpaca-... Endpoints compatible Es Lora Region:us

Model Card on HF 🤗: https://huggingface.co/marianbasti/Llama-2-13b-alpaca-spanish-LoRA

Llama 2 13B Alpaca Spanish LoRA Benchmarks

^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)

Llama 2 13B Alpaca Spanish LoRA (marianbasti/Llama-2-13b-alpaca-spanish-LoRA)

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Llama 2 13B Alpaca Spanish LoRA Parameters and Internals

Model Type

text generation, conversational focus

Additional Notes

Training resulted in a padding token added to the tokenizer to overcome original model's restrictions.

Supported Languages

primary (es), proficiency (improved)

Training Details

Data Sources:

bertin-project/alpaca-spanish

Hardware Used:

trained in 4bit precision

Model Architecture:

LoRA with added padding token

Release Notes

Version:

Llama-2-13B-fp16-padded

Notes:

Added a padding token to the tokenizer and resized token embeddings

LLM Name	Llama 2 13B Alpaca Spanish LoRA
Repository 🤗	https://huggingface.co/marianbasti/Llama-2-13b-alpaca-spanish-LoRA
Model Size	13b
Required VRAM	1.7 GB
Updated	2025-08-16
Maintainer	marianbasti
Model Files	1.7 GB
Supported Languages	es
Model Architecture	AutoModel
License	llama2
Is Biased	none
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	q_proj\|v_proj
LoRA Alpha	1024
LoRA Dropout	0.05
R Param	512

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Note: green Score (e.g. "73.2") means that the model is better than marianbasti/Llama-2-13b-alpaca-spanish-LoRA.

Rank the Llama 2 13B Alpaca Spanish LoRA 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 v20241124

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Llama 2 13B Alpaca Spanish LoRA by marianbasti

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Llama 2 13B Alpaca Spanish LoRA Benchmarks

Llama 2 13B Alpaca Spanish LoRA Parameters and Internals

Best Alternatives to Llama 2 13B Alpaca Spanish LoRA

Rank the Llama 2 13B Alpaca Spanish LoRA Capabilities

What open-source LLMs or SLMs are you in search of? 50705 in total.