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
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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-switch-4.1-3b-preview
Text Generation • 4B • Updated • 4.57k • 6
ibm-granite/granite-switch-4.1-30b-preview
Text Generation • 32B • Updated • 191 • 3
ibm-granite/granite-switch-4.1-8b-preview
Text Generation • 10B • Updated • 252 • 6
ibm-granite/granite-speech-4.1-2b-nar
Feature Extraction • 2B • Updated • 7.88k • 45
ibm-granite/granitelib-core-r1.0
Text Generation • Updated • 13.2k • 19
ibm-granite/granitelib-guardian-r1.0
Text Generation • Updated • 13.7k • 22
ibm-granite/granitelib-rag-r1.0
14.4M • Updated • 35.1k • 28
ibm-granite/granite-speech-4.1-2b
Automatic Speech Recognition • 2B • Updated • 417k • 103
ibm-granite/granite-embedding-97m-multilingual-r2
Feature Extraction • 97.4M • Updated • 41.2k • • 108
ibm-granite/granite-embedding-311m-multilingual-r2
Feature Extraction • 0.3B • Updated • 72.9k • • 90
ibm-granite/granite-vision-4.1-4b
Image-Text-to-Text • 4B • Updated • 56.7k • 78
ibm-granite/granite-4.0-1b-speech-GGUF
2B • Updated • 250 • 1
ibm-granite/granite-speech-4.1-2b-GGUF
2B • Updated • 870 • 1
ibm-granite/granite-4.1-8b
Text Generation • 9B • Updated • 69.7k • 175
ibm-granite/granite-4.1-3b
Text Generation • 3B • Updated • 31.9k • 70
ibm-granite/granite-4.1-30b
Text Generation • 29B • Updated • 31.7k • 119
ibm-granite/granitelib-rag-gpt-oss-r1.0
Updated • 354 • 10
ibm-granite/granite-4.0-3b-vision
Image-Text-to-Text • 4B • Updated • 110k • 109
ibm-granite/granite-4.1-8b-fp8
Text Generation • 9B • Updated • 14k • 12
ibm-granite/granite-guardian-4.1-8b
Text Generation • 8B • Updated • 10.1k • 28
ibm-granite/granite-timeseries-flowstate-r1
Time Series Forecasting • 9.07M • Updated • 48.6k • 26
ibm-granite/granite-speech-4.1-2b-plus
Automatic Speech Recognition • 2B • Updated • 17.7k • 57
ibm-granite/granite-4.1-8b-base
Text Generation • 8B • Updated • 6.7k • 21
ibm-granite/granite-4.1-30b-base
Text Generation • 29B • Updated • 3.6k • 24
ibm-granite/granite-4.1-3b-base
Text Generation • 3B • Updated • 53.2k • 17
ibm-granite/granite-34b-code-instruct-8k-GGUF
Text Generation • 34B • Updated • 203 • 8
ibm-granite/granite-34b-code-base-8k-GGUF
Text Generation • 34B • Updated • 107 • 3
ibm-granite/granite-20b-code-instruct-8k-GGUF
Text Generation • 20B • Updated • 190 • 6
ibm-granite/granite-20b-code-base-8k-GGUF
Text Generation • 20B • Updated • 134 • 5
ibm-granite/granite-8b-code-instruct-4k-GGUF
Text Generation • 8B • Updated • 7.62k • 13