What are the hardware requirements for Tinybra 13B?

Tinybra 13B requires approximately 26.1 GB of VRAM and supports a context window of 16K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Tinybra 13B and how large is it?

Tinybra 13B is developed by SicariusSicariiStuff, a model with 13b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does Tinybra 13B perform on standard benchmarks?

Tinybra 13B has the following published scores: MMLU 54.37. Compare against reference models on this page or on the LLM Explorer leaderboards.

Tinybra 13B by SicariusSicariiStuff — VRAM 26.1GB, 16K context

Name: Tinybra 13B
Author: SicariusSicariiStuff

Tinybra 13B is an open-source language model by SicariusSicariiStuff. Features: 13b LLM, VRAM: 26.1GB, Context: 16K, License: apache-2.0, HF Score: 55.4, LLM Explorer Score: 0.14, Arc: 55.7, HellaSwag: 81, MMLU: 54.4, TruthfulQA: 49.1, WinoGrande: 73.8, GSM8K: 18.1.

En Endpoints compatible Llama Model-index Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/SicariusSicariiStuff/Tinybra_13B

Tinybra 13B Benchmarks

ARC: 55.72 vs 96.7 (so35)^-42.4%

HellaSwag: 80.99 vs 95.3 (gpt4)^-15%

MMLU: 54.37 vs 88.3 (so35)^-38.4%

TruthfulQA: 49.14 vs 59 (gpt4)^-16.7%

WinoGrande: 73.8 vs 87.5 (gpt4)^-15.7%

GSM8K: 18.12 vs 96.4 (so35)^-81.2%

LLME Score: 0.14385

^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)

Tinybra 13B (SicariusSicariiStuff/Tinybra_13B)

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Tinybra 13B Parameters and Internals

Model Type

text generation

LLM Name	Tinybra 13B
Repository 🤗	https://huggingface.co/SicariusSicariiStuff/Tinybra_13B
Model Size	13b
Required VRAM	26.1 GB
Updated	2026-03-29
Maintainer	SicariusSicariiStuff
Model Type	llama
Model Files	8.0 GB: 1-of-4 7.9 GB: 2-of-4 8.0 GB: 3-of-4 2.2 GB: 4-of-4
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	16384
Model Max Length	16384
Transformers Version	4.36.2
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	32000
Torch Data Type	bfloat16

Quantized Models of the Tinybra 13B

Model	Likes	Downloads	VRAM
Tinybra 13B GPTQ 32g 4BIT	1	3	8 GB
Tinybra 13B GPTQ 4BIT	0	5	7 GB

Best Alternatives to Tinybra 13B

Best Alternatives	Context / RAM	Downloads	Likes
Luminaura RP 13B	128K / 26 GB	7	0
Yarn Llama 2 13B 128K	128K / 26 GB	1146	112
Agent Llama2 13B 80K	80K / 26.4 GB	5	0
Chat Llama2 13B 80K	80K / 52.8 GB	5	0
LongAlign 13B 64K	64K / 26 GB	14	13
LongAlign 13B 64K	64K / 26 GB	11	13
LongAlign 13B 64K Base	64K / 26 GB	11	3
LongAlign 13B 64K Base	64K / 26 GB	6	3
Openbuddy Llama2 13B V15p1 64K	64K / 26.1 GB	6	4
Openbuddy Llama2 13b64k V15	64K / 26.1 GB	5	2

Rank the Tinybra 13B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Release v20260328a

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Tinybra 13B by SicariusSicariiStuff