INNOVATION

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Community Pushes SoTA with Transformers and PEFT

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@reach_vb

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14 May 2023 17h24

Wohooo! Using transformers and PEFT under the hood.. so cool to see the community using the HF ecosystem to continually challenge the current SoTA!

MultiModal-GPT: Vision Language Model for Multi-Round Dialogue

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14 May 2023 17h15

10/ MultiModal-GPT – a vision and language model for multi-round dialogue with humans; the model is fine-tuned from OpenFlamingo, with LoRA added in the cross-attention and self-attention parts of the language model.

FrugalGPT: Reducing LLM Inference Costs While Improving Performance

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14 May 2023 17h15

8/ FrugalGPT – presents strategies to reduce the inference cost associated with using LLMs while improving performance.

InstructBLIP Achieves State-of-the-Art Zero-Shot Visual-Language Performance

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14 May 2023 17h15

6/ InstructBLIP – explores visual-language instruction tuning based on the pre-trained BLIP-2 models; achieves state-of-the-art zero-shot performance on 13 held-out datasets, outperforming BLIP-2 and Flamingo.

Active Retrieval Augmented LLMs Advance Knowledge-Intensive Generation

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14 May 2023 17h15

7/ Active Retrieval Augmented LLMs – an approach that actively decides when and what to retrieve across the course of the LLM generation; demonstrates superior or competitive performance on long-form knowledge-intensive generation tasks.

ImageBind: Joint Embedding Across Six Modalities

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14 May 2023 17h15

3/ ImageBind – an approach that learns a joint embedding data across 6 modalities at once; extends zero-shot capabilities to new modalities and enables emergent applications including cross-modal retrieval, composing modalities, and more.

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Meta Leverages Generative AI for Advertising and Metaverse

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@bernardmarr

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14 May 2023 16h27

Explore how #Meta utilizes generative #AI to revolutionize #advertising, #chat, image generation, and natural language processing while shaping the #future of the #metaverse with #immersive and accessible content creation.