Hugging Face Collection

Purple Squirrel AI

Models, Research, and Training Data by Purple Squirrel Media

9 Models

3 Papers

3 Datasets

1.3K Training Pairs

Models

purple-squirrel-r1 Featured

Reasoning model fine-tuned for multichain blockchain analysis and AI infrastructure research. DeepSeek-R1 distilled with chain-of-thought.

purple-squirrel-r1-gguf

GGUF quantized version of purple-squirrel-r1 for local inference with llama.cpp, Ollama, and LM Studio. Includes Ollama Modelfile.

4 quants: f16, Q8_0, Q5_K_M, Q4_K_M

purple-squirrel-r1-multichain

Extended multichain variant with cross-chain protocol understanding spanning Solana, Ethereum, Cosmos, and Polkadot ecosystems.

purple-squirrel-r1-multichain-lora

LoRA adapter weights for the multichain model. Lightweight fine-tuning for domain-specific blockchain tasks.

LoRA · Adapter weights

purple-squirrel

Base Purple Squirrel model. General-purpose foundation for the Purple Squirrel model family.

Research Papers

AIDP Neural Cloud Paper

Distributed LLM Inference on Decentralized GPU Networks. 47% cost reduction vs OpenAI, p50 latency 180ms, 50 req/s throughput with fault tolerance.

AIDP Video Forge Paper

GPU-Accelerated Video Processing on decentralized compute. 16x faster encoding vs CPU, 40-60% cost reduction, VMAF 95.8 quality via NVENC/CUDA pipeline.

Coldstar Whitepaper Blockchain

Air-gapped Solana cold wallet with FairScore on-chain attestation. Secure key generation, USB transaction signing, and hardware-level isolation.

Datasets

multichain-day-training 1,133 pairs

Multichain protocol training data covering 7 formats: Q&A, instruction, chain-of-thought, multi-turn dialogue, classification, summarization, and extraction.

7 formats · Cross-chain protocols

blockchain-research-training 135 records

On-chain research records for blockchain analysis training. Protocol-level data from multiple chain ecosystems.

On-chain records · Multi-ecosystem

purple-squirrel-training

Core training dataset for the Purple Squirrel model family. Curated instruction-following pairs for AI infrastructure and blockchain domains.

Key Results

47%

Cost Reduction

16x

GPU Speedup

95.8

VMAF Quality Score

18.6%

Val Loss Improvement

GitHub Portfolio Purple Squirrel Media HF Collection