Structured Language Instruction Models (SLIMs)
AI & ML interests
Enterprise LLM-based applications, middleware and specialized models.
Recent Activity
Organization Card
Welcome to the llmware HuggingFace page.
Model Depot - Optimized Deployment for Edge - OpenVino, ONNX, GGUF - Model Depot
SLIMs - small, specialized function calling models for stacking in multi-model, Agent-based workflows - SLIMs
BLING/DRAGON - highly-accurate fact-based question-answering models - small model benchmark |
our journey
Industry-BERT - industry fine-tuned embedding models
Our contrarian vision to GenAI: 10 Rules to Using GenAi
Check out our library at: llmware-github
llmware developed Industry and specialized domain finetuned BERT embedding models
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llmware/industry-bert-contracts-v0.1
Feature Extraction • Updated • 90 • 17 -
llmware/industry-bert-sec-v0.1
Feature Extraction • Updated • 167 • 9 -
llmware/industry-bert-insurance-v0.1
Feature Extraction • Updated • 234 • 11 -
llmware/industry-bert-loans
Feature Extraction • 0.1B • Updated • 8 • 2
Structured Language Instruction Models (SLIMs)
llmware developed Industry and specialized domain finetuned BERT embedding models
-
llmware/industry-bert-contracts-v0.1
Feature Extraction • Updated • 90 • 17 -
llmware/industry-bert-sec-v0.1
Feature Extraction • Updated • 167 • 9 -
llmware/industry-bert-insurance-v0.1
Feature Extraction • Updated • 234 • 11 -
llmware/industry-bert-loans
Feature Extraction • 0.1B • Updated • 8 • 2
models 349
llmware/gemma-4-4b-it-gguf
8B • Updated • 88
llmware/gemma-4-2b-it-gguf
5B • Updated • 103
llmware/gemma-3-4b-npu-171-amd
Text Generation • Updated
llmware/qwen-2.5-3b-npu-171-amd
Text Generation • Updated
llmware/gpt-oss-20b-npu-171-amd
Text Generation • Updated • 14
llmware/phi-3.5-mini-npu-171-amd
Text Generation • Updated • 12
llmware/mistral-7b-v03-hybrid-171-amd
Text Generation • Updated
llmware/qwen-2.5-coder-7b-hybrid-171-amd
Text Generation • Updated
llmware/llama-3.2-3b-hybrid-171-amd
Text Generation • Updated
llmware/granite-4.1-8b-gguf
9B • Updated • 72