From DeepSpeed to FSDP and Back Again with Hugging Face Accelerate
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ContextualAI
company
Verified
AI & ML interests
Best-in-class enterprise-grade components for context engineering.
Recent Activity
Articles
Family of instruction-following multilingual rerankers on the cost/performance Pareto frontier across public and customer benchmarks
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ContextualAI/ctxl-rerank-v2-instruct-multilingual-6b
Text Ranking • 7B • Updated • 267 • 13 -
ContextualAI/ctxl-rerank-v2-instruct-multilingual-6b-nvfp4
Text Ranking • 4B • Updated • 81 • 2 -
ContextualAI/ctxl-rerank-v2-instruct-multilingual-2b
Text Ranking • 3B • Updated • 260 • 1 -
ContextualAI/ctxl-rerank-v2-instruct-multilingual-2b-nvfp4
Text Ranking • 2B • Updated • 101
Family of instruction-following multilingual rerankers on the cost/performance Pareto frontier across public and customer benchmarks
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ContextualAI/ctxl-rerank-v2-instruct-multilingual-6b
Text Ranking • 7B • Updated • 267 • 13 -
ContextualAI/ctxl-rerank-v2-instruct-multilingual-6b-nvfp4
Text Ranking • 4B • Updated • 81 • 2 -
ContextualAI/ctxl-rerank-v2-instruct-multilingual-2b
Text Ranking • 3B • Updated • 260 • 1 -
ContextualAI/ctxl-rerank-v2-instruct-multilingual-2b-nvfp4
Text Ranking • 2B • Updated • 101
Instruction-following retrieval evaluation datasets
models
94
ContextualAI/ctxl-rerank-v2-instruct-multilingual-1b-nvfp4
Text Ranking
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1B
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Updated
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15
ContextualAI/ctxl-rerank-v2-instruct-multilingual-1b
Text Ranking
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1B
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Updated
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430
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6
ContextualAI/ctxl-rerank-v2-instruct-multilingual-2b-nvfp4
Text Ranking
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2B
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Updated
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101
ContextualAI/ctxl-rerank-v2-instruct-multilingual-2b
Text Ranking
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3B
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Updated
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260
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1
ContextualAI/ctxl-rerank-v2-instruct-multilingual-6b-nvfp4
Text Ranking
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4B
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Updated
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81
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2
ContextualAI/ctxl-rerank-v2-instruct-multilingual-6b
Text Ranking
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7B
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Updated
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267
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13
ContextualAI/LMUnit-qwen2.5-72b
Text Generation
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73B
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Updated
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36
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4
ContextualAI/LMUnit-llama3.1-70b
Text Generation
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71B
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Updated
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8
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2
ContextualAI/ctx-bird-reward-250121
Text Generation
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33B
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Updated
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18
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3
ContextualAI/Llama-3.1-8b-Instruct
Text Generation
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8B
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Updated
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4
datasets
34
ContextualAI/fiqa2018
Viewer
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Updated
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500
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21
ContextualAI/hotpotqa
Viewer
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Updated
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500
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21
ContextualAI/nq
Viewer
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Updated
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500
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14
ContextualAI/treccovid
Viewer
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Updated
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50
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22
ContextualAI/msmarco
Viewer
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Updated
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500
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21
ContextualAI/touche2020
Viewer
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Updated
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49
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24
ContextualAI/complex-instructions
Viewer
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Updated
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271
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45
ContextualAI/source-based-instructions
Viewer
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Updated
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270
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71
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1
ContextualAI/recency-based-instructions
Viewer
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Updated
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268
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55
ContextualAI/LMUnit-llama3.1-70b-evals-results
Viewer
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Updated
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11.2k
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