What are the hardware requirements for Bling Red Pajamas 3B 0.1?

Bling Red Pajamas 3B 0.1 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 Bling Red Pajamas 3B 0.1 and how large is it?

Bling Red Pajamas 3B 0.1 is developed by llmware, a model with 3b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Bling Red Pajamas 3B 0.1?

Bling Red Pajamas 3B 0.1 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Bling Red Pajamas 3B 0.1 by llmware — VRAM 5.5GB, 2K context

Name: Bling Red Pajamas 3B 0.1
Author: llmware

Bling Red Pajamas 3B 0.1 is an open-source language model by llmware. Features: 3b LLM, VRAM: 5.5GB, Context: 2K, License: apache-2.0, Quantized, LLM Explorer Score: 0.09.

Fp16 Gpt neox Pytorch Quantized Region:us

Model Card on HF 🤗: https://huggingface.co/llmware/bling-red-pajamas-3b-0.1

Bling Red Pajamas 3B 0.1 Parameters and Internals

Model Type

GPTNeoX, instruct-trained, decoder

Use Cases

Areas:

enterprise automation, RAG scenarios

Applications:

question-answering, key-value extraction, basic summarization

Primary Use Cases:

enterprise automation in knowledge-intensive industries, rapid prototyping, local end-to-end workflow without Internet-based API

Supported Languages

English (NLP)

Training Details

Methodology:

Fine-tuned with distilled high-quality custom instruct datasets, targeted at a specific subset of instruct tasks.

Model Architecture:

GPTNeoX instruct-trained decoder

Input Output

Input Format:

Two sub-parts: 1. Text Passage Context, 2. Specific question or instruction

Performance Tips:

Wrap inference entries: \: my_prompt \n \:; For HuggingFace: set temperature at 0.3, max_new_tokens at 100

LLM Name	Bling Red Pajamas 3B 0.1
Repository 🤗	https://huggingface.co/llmware/bling-red-pajamas-3b-0.1
Model Name	bling-red-pajamas-3b-0.1
Model Size	3b
Required VRAM	5.5 GB
Updated	2026-07-31
Maintainer	llmware
Model Type	gpt_neox
Model Files	5.5 GB
Quantization Type	fp16
Model Architecture	GPTNeoXForCausalLM
License	apache-2.0
Context Length	2048
Model Max Length	2048
Transformers Version	4.28.1
Tokenizer Class	GPTNeoXTokenizer
Vocabulary Size	50432
Torch Data Type	float16

Rank the Bling Red Pajamas 3B 0.1 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

Best Alternatives to Bling Red Pajamas 3B 0.1

Best Alternatives	Context / RAM	Downloads	Likes
Stablelm Tuned Alpha 3B 8bit	4K / 4.3 GB	14	3
Stablelm Tuned Alpha 3B 16bit	4K / 7.5 GB	13	6
...edPajama INCITE Instruct 3B V1	2K / 5.7 GB	280	93
RedPajama INCITE Chat 3B V1	2K / 5.7 GB	245	152
Twinsights 3b Alpha 8bit	2K / 3.2 GB	5	0
Dolly V2 3B 8bit	2K / 3.2 GB	6	0
Stablecode Completion Alpha 3B	16K / 14.1 GB	180	119
RedPajama 3B 16384	16K / 19.7 GB	10	4
Redpajama 3B Chat	5K / 6.4 GB	13	2
Stablelm Base Alpha 3B	4K / 14.9 GB	3139	82

Note: green Score (e.g. "73.2") means that the model is better than llmware/bling-red-pajamas-3b-0.1.