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Bling Red Pajamas 3B 0.1 by llmware

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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: 0.1.

  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 Benchmarks

LLME Score: 0.10034
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Bling Red Pajamas 3B 0.1 (llmware/bling-red-pajamas-3b-0.1)
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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 NameBling Red Pajamas 3B 0.1
Repository 🤗https://huggingface.co/llmware/bling-red-pajamas-3b-0.1 
Model Namebling-red-pajamas-3b-0.1
Model Size3b
Required VRAM5.5 GB
Updated2026-04-05
Maintainerllmware
Model Typegpt_neox
Model Files  5.5 GB
Quantization Typefp16
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.28.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typefloat16

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...edPajama INCITE Instruct 3B V12K / 5.7 GB144593
Twinsights 3b Alpha 8bit2K / 3.2 GB90
Dolly V2 3B 8bit2K / 3.2 GB70
Stablecode Completion Alpha 3B16K / 14.1 GB122117
RedPajama 3B 1638416K / 19.7 GB85
Redpajama 3B Chat5K / 6.4 GB132
Stablelm Base Alpha 3B4K / 14.9 GB233682
Note: green Score (e.g. "73.2") means that the model is better than llmware/bling-red-pajamas-3b-0.1.

Rank the Bling Red Pajamas 3B 0.1 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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