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 • 2.66k • 17 -
llmware/industry-bert-sec-v0.1
Feature Extraction • Updated • 236 • 9 -
llmware/industry-bert-insurance-v0.1
Feature Extraction • Updated • 169 • 11 -
llmware/industry-bert-loans
Feature Extraction • 0.1B • Updated • 105 • 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 • 2.66k • 17 -
llmware/industry-bert-sec-v0.1
Feature Extraction • Updated • 236 • 9 -
llmware/industry-bert-insurance-v0.1
Feature Extraction • Updated • 169 • 11 -
llmware/industry-bert-loans
Feature Extraction • 0.1B • Updated • 105 • 2
models 386
llmware/qwen2-vl-2b-instruct-gguf
2B • Updated
llmware/muse-glimmer-30b-gguf
28B • Updated • 327
llmware/jamba-2-3b-gguf
3B • Updated • 188
llmware/granite-4.2-30b-gguf
29B • Updated • 177
llmware/granite-4.2-8b-gguf
9B • Updated • 174
llmware/granite-4.2-3b-gguf
4B • Updated • 171
llmware/mistral-small-4-2603-119b-gguf
119B • Updated • 59
llmware/jamba2-50b-gguf
52B • Updated • 122
llmware/bling-granite-4.2-3b
Updated • 32
llmware/bling-granite-4.2-3b-gguf
4B • Updated • 125