What are the hardware requirements for RedPajama INCITE Chat Instruct 3B V1?

RedPajama INCITE Chat Instruct 3B V1 requires approximately 5.5 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 RedPajama INCITE Chat Instruct 3B V1 and how large is it?

RedPajama INCITE Chat Instruct 3B V1 is developed by acrastt, a model with 3b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does RedPajama INCITE Chat Instruct 3B V1 perform on standard benchmarks?

RedPajama INCITE Chat Instruct 3B V1 has the following published scores: MMLU 25.99. Compare against reference models on this page or on the LLM Explorer leaderboards.

RedPajama INCITE Chat Instruct 3B V1 by acrastt — VRAM 5.5GB, 2K context

Name: RedPajama INCITE Chat Instruct 3B V1
Author: acrastt

RedPajama INCITE Chat Instruct 3B V1 is an open-source language model by acrastt. Features: 3b LLM, VRAM: 5.5GB, Context: 2K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.12, Arc: 42.6, HellaSwag: 67.5, MMLU: 26, GSM8K: 0.9.

Dataset:databricks/databricks-... Dataset:muennighoff/natural-in... Dataset:muennighoff/p3 Dataset:openassistant/oasst1 Dataset:togethercomputer/redpa... En Endpoints compatible Gpt neox Instruct Model-index Pytorch Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1

RedPajama INCITE Chat Instruct 3B V1 Parameters and Internals

Model Type

text-generation

Additional Notes

This is an experimental merge of models RedPajama-INCITE-Chat-3B-V1 and RedPajama-INCITE-Instruct-3B-V1. GGML versions available with specific software compatibility.

Input Output

Input Format:

HUMAN: {prompt}

Output Format:

ASSISTANT: {response}

Performance Tips:

Adaptive to prompt templates, recommendations provided.

LLM Name	RedPajama INCITE Chat Instruct 3B V1
Repository 🤗	https://huggingface.co/acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1
Model Size	3b
Required VRAM	5.5 GB
Updated	2026-08-07
Maintainer	acrastt
Model Type	gpt_neox
Instruction-Based	Yes
Model Files	5.5 GB 5.5 GB
Supported Languages	en
Model Architecture	GPTNeoXForCausalLM
License	apache-2.0
Context Length	2048
Model Max Length	2048
Transformers Version	4.31.0
Tokenizer Class	GPTNeoXTokenizer
Vocabulary Size	50432
Torch Data Type	float16

Rank the RedPajama INCITE Chat Instruct 3B V1 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 RedPajama INCITE Chat Instruct 3B V1

Model	Likes	Downloads	VRAM
...ama INCITE Instruct 3B V1 GGML	10	8	1 GB

Best Alternatives to RedPajama INCITE Chat Instruct 3B V1

Best Alternatives	Context / RAM	Downloads	Likes
Stablecode Instruct Alpha 3B	4K / 6.1 GB	2	304
... Instruction Tuning With GPT 4	2K / 5.7 GB	134	3
Koishi Instruct 3B	2K / 5.7 GB	54	3
Text2table	2K / 5.7 GB	10	4
...edPajama INCITE Instruct 3B V1	2K / 5.7 GB	280	93
...blecode Instruct Alpha 3B GPTQ	4K / 1.8 GB	10	17
...blecode Instruct Alpha 3B GPTQ	4K / 1.8 GB	5	1
...ama INCITE Instruct 3B V1 GGML	2K / 1.7 GB	8	10

Note: green Score (e.g. "73.2") means that the model is better than acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1.