Structured Language Instruction Models (SLIMs)
AI & ML interests
Enterprise LLM-based applications, middleware and specialized models.
Recent Activity
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Small CPU-based RAG-optimized, instruct-following 1B-3B parameter models
leading models optimized for NPU deployment on Qualcomm Snapdragon
leading models optimized for OpenVINO NPU
Quantized GGUF 'tool' implementations of SLIM Models
llmware SLIM function calling models in OpenVino format
Embedding and classifier models in OpenVino format
llmware developed Industry and specialized domain finetuned BERT embedding models
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llmware/industry-bert-contracts-v0.1
Feature Extraction • Updated • 216 • 17 -
llmware/industry-bert-sec-v0.1
Feature Extraction • Updated • 203 • 9 -
llmware/industry-bert-insurance-v0.1
Feature Extraction • Updated • 640 • 11 -
llmware/industry-bert-loans
Feature Extraction • 0.1B • Updated • 195 • 2
Production-grade RAG-optimized 6-7B parameter models - "Delivering RAG on ..." the leading foundation base models
selected leading SLMs optimized for AMD NPU and hybrid (NPU/GPU)
largest open source collection of OpenVINO models optimized for AI PC deployment
Some of our favorite recent OV Models
Leading Models packaged in ONNX format optimized for use with AI PCs
Structured Language Instruction Models (SLIMs)
llmware developed Industry and specialized domain finetuned BERT embedding models
-
llmware/industry-bert-contracts-v0.1
Feature Extraction • Updated • 216 • 17 -
llmware/industry-bert-sec-v0.1
Feature Extraction • Updated • 203 • 9 -
llmware/industry-bert-insurance-v0.1
Feature Extraction • Updated • 640 • 11 -
llmware/industry-bert-loans
Feature Extraction • 0.1B • Updated • 195 • 2
Small CPU-based RAG-optimized, instruct-following 1B-3B parameter models
Production-grade RAG-optimized 6-7B parameter models - "Delivering RAG on ..." the leading foundation base models
leading models optimized for NPU deployment on Qualcomm Snapdragon
selected leading SLMs optimized for AMD NPU and hybrid (NPU/GPU)
leading models optimized for OpenVINO NPU
largest open source collection of OpenVINO models optimized for AI PC deployment
Quantized GGUF 'tool' implementations of SLIM Models
Some of our favorite recent OV Models
llmware SLIM function calling models in OpenVino format
Leading Models packaged in ONNX format optimized for use with AI PCs
Embedding and classifier models in OpenVino format