Granite Embedding Multilingual R2: Open Apache 2.0 Multilingual Embeddings with 32K Context — Best Sub-100M Retrieval Quality
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Enterprise-grade AI models
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Papers
ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding
SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion
Articles
ibm-granite/granite-vision-4.1-4b
Image-Text-to-Text • 4B • Updated • 152k • 101
ibm-granite/granite-swash-3b-a600m
Text Generation • 3B • Updated • 4.03k • 15
ibm-granite/granite-3.1-1b-a400m-instruct
Text Generation • 1B • Updated • 6.41k • 22
ibm-granite/granite-swash-2b
Text Generation • 2B • Updated • 4.19k • 5
ibm-granite/granite-timeseries-ttm-r3
Time Series Forecasting • 1.41M • Updated • 41.4k • 9
ibm-granite/granite-speech-4.1-2b-plus-GGUF
2B • Updated • 761 • 3
ibm-granite/granite-vision-4.1-4b-GGUF
3B • Updated • 2.27k • 7
ibm-granite/granite-speech-4.1-2b-nar
Feature Extraction • 2B • Updated • 139k • 57
ibm-granite/granite-speech-4.1-2b-plus
Automatic Speech Recognition • 2B • Updated • 171k • 88
ibm-granite/granite-4.0-1b-base
Text Generation • 2B • Updated • 11.7k • 32
ibm-granite/granite-4.0-h-1b-base
Text Generation • 1B • Updated • 638 • 34
ibm-granite/granite-speech-4.1-2b
Automatic Speech Recognition • 2B • Updated • 308k • 158
ibm-granite/granitelib-guardian-r1.0
Text Generation • Updated • 394 • 34
ibm-granite/granite-guardian-4.1-8b-GGUF
Text Generation • 8B • Updated • 1.24k • 5
ibm-granite/granite-switch-4.1-3b-preview
Text Generation • 4B • Updated • 3.14k • 35
ibm-granite/granite-switch-4.1-30b-preview
Text Generation • 32B • Updated • 882 • 28
ibm-granite/granite-switch-4.1-8b-preview
Text Generation • 10B • Updated • 1.25k • 30
ibm-granite/granitelib-core-r1.0
Text Generation • Updated • 4.97k • 30
ibm-granite/granitelib-rag-r1.0
14.4M • Updated • 10.5k • 45
ibm-granite/granite-embedding-97m-multilingual-r2
Feature Extraction • 97.4M • Updated • 147k • • 134
ibm-granite/granite-embedding-311m-multilingual-r2
Feature Extraction • 0.3B • Updated • 54.3k • • 123
ibm-granite/granite-4.0-1b-speech-GGUF
2B • Updated • 106 • 2
ibm-granite/granite-speech-4.1-2b-GGUF
2B • Updated • 1.79k • 6
ibm-granite/granite-4.1-8b
Text Generation • 9B • Updated • 3.13M • 250
ibm-granite/granite-4.1-3b
Text Generation • 3B • Updated • 193k • 104
ibm-granite/granite-4.1-30b
Text Generation • 29B • Updated • 22.5k • 144
ibm-granite/granitelib-rag-gpt-oss-r1.0
Updated • 11 • 11
ibm-granite/granite-4.0-3b-vision
Image-Text-to-Text • 4B • Updated • 1.04k • 112
ibm-granite/granite-4.1-8b-fp8
Text Generation • 9B • Updated • 24.4k • 14
ibm-granite/granite-guardian-4.1-8b
Text Generation • 8B • Updated • 73.7k • 35