What are the hardware requirements for TinyLlama 1.1B Chat V1.0 Marlin?

TinyLlama 1.1B Chat V1.0 Marlin requires approximately 0.8 GB of VRAM and supports a context window of 2K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed TinyLlama 1.1B Chat V1.0 Marlin and how large is it?

TinyLlama 1.1B Chat V1.0 Marlin is developed by neuralmagic, a model with 1.1b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does TinyLlama 1.1B Chat V1.0 Marlin perform on standard benchmarks?

TinyLlama 1.1B Chat V1.0 Marlin has the following published scores: MMLU 25. Compare against reference models on this page or on the LLM Explorer leaderboards.

TinyLlama 1.1B Chat V1.0 Marlin by neuralmagic — VRAM 0.8GB, 2K context

Name: TinyLlama 1.1B Chat V1.0 Marlin
Author: neuralmagic

TinyLlama 1.1B Chat V1.0 Marlin is an open-source language model by neuralmagic. Features: 1.1b LLM, VRAM: 0.8GB, Context: 2K, Quantized, LLM Explorer Score: 0.19, Arc: 35.9, HellaSwag: 61.1, MMLU: 25, GSM8K: 2.4.

Arxiv:2210.17323 4-bit Base model:quantized:tinyllama... Base model:tinyllama/tinyllama... Conversational Endpoints compatible Gptq Int4 Llama Marlin Nm-vllm Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/RedHatAI/TinyLlama-1.1B-Chat-v1.0-marlin

TinyLlama 1.1B Chat V1.0 Marlin Parameters and Internals

LLM Name	TinyLlama 1.1B Chat V1.0 Marlin
Repository 🤗	https://huggingface.co/RedHatAI/TinyLlama-1.1B-Chat-v1.0-marlin
Base Model(s)	TinyLlama/TinyLlama-1.1B-Chat-v1.0 TinyLlama/TinyLlama-1.1B-Chat-v1.0
Model Size	1.1b
Required VRAM	0.8 GB
Updated	2026-08-02
Maintainer	neuralmagic
Model Type	llama
Model Files	0.8 GB
GPTQ Quantization	Yes
Quantization Type	gptq
Model Architecture	LlamaForCausalLM
Context Length	2048
Model Max Length	2048
Transformers Version	4.38.1
Tokenizer Class	LlamaTokenizer
Padding Token	</s>
Vocabulary Size	32000
Torch Data Type	float16

Rank the TinyLlama 1.1B Chat V1.0 Marlin 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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