Granite Embedding Multilingual R2: Open Apache 2.0 Multilingual Embeddings with 32K Context — Best Sub-100M Retrieval Quality
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AI & ML interests
Enterprise-grade AI models
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 • 150k • 101
ibm-granite/granite-swash-3b-a600m
Text Generation • 3B • Updated • 2.98k • 15
ibm-granite/granite-3.1-1b-a400m-instruct
Text Generation • 1B • Updated • 6.3k • 22
ibm-granite/granite-swash-2b
Text Generation • 2B • Updated • 3.08k • 4
ibm-granite/granite-timeseries-ttm-r3
Time Series Forecasting • 1.41M • Updated • 38.9k • 9
ibm-granite/granite-speech-4.1-2b-plus-GGUF
2B • Updated • 786 • 2
ibm-granite/granite-vision-4.1-4b-GGUF
3B • Updated • 2.1k • 7
ibm-granite/granite-speech-4.1-2b-nar
Feature Extraction • 2B • Updated • 132k • 57
ibm-granite/granite-speech-4.1-2b-plus
Automatic Speech Recognition • 2B • Updated • 176k • 88
ibm-granite/granite-4.0-1b-base
Text Generation • 2B • Updated • 10.1k • 32
ibm-granite/granite-4.0-h-1b-base
Text Generation • 1B • Updated • 609 • 34
ibm-granite/granite-speech-4.1-2b
Automatic Speech Recognition • 2B • Updated • 330k • 158
ibm-granite/granitelib-guardian-r1.0
Text Generation • Updated • 475 • 33
ibm-granite/granite-guardian-4.1-8b-GGUF
Text Generation • 8B • Updated • 1.02k • 5
ibm-granite/granite-switch-4.1-3b-preview
Text Generation • 4B • Updated • 2.71k • 35
ibm-granite/granite-switch-4.1-30b-preview
Text Generation • 32B • Updated • 369 • 28
ibm-granite/granite-switch-4.1-8b-preview
Text Generation • 10B • Updated • 632 • 30
ibm-granite/granitelib-core-r1.0
Text Generation • Updated • 5.04k • 30
ibm-granite/granitelib-rag-r1.0
14.4M • Updated • 10.2k • 45
ibm-granite/granite-embedding-97m-multilingual-r2
Feature Extraction • 97.4M • Updated • 159k • • 133
ibm-granite/granite-embedding-311m-multilingual-r2
Feature Extraction • 0.3B • Updated • 49.2k • • 121
ibm-granite/granite-4.0-1b-speech-GGUF
2B • Updated • 119 • 2
ibm-granite/granite-speech-4.1-2b-GGUF
2B • Updated • 1.74k • 5
ibm-granite/granite-4.1-8b
Text Generation • 9B • Updated • 3.93M • 249
ibm-granite/granite-4.1-3b
Text Generation • 3B • Updated • 232k • 101
ibm-granite/granite-4.1-30b
Text Generation • 29B • Updated • 19.5k • 143
ibm-granite/granitelib-rag-gpt-oss-r1.0
Updated • 11 • 11
ibm-granite/granite-4.0-3b-vision
Image-Text-to-Text • 4B • Updated • 1.05k • 112
ibm-granite/granite-4.1-8b-fp8
Text Generation • 9B • Updated • 23.9k • 14
ibm-granite/granite-guardian-4.1-8b
Text Generation • 8B • Updated • 68k • 35