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Favoris ; Entreprise ; Pre-Trained Language Models AND NLP@Meta

Common descendants

CamemBERT

16 Documents

Jeremy Howard sur X : "FSDP/QDoRA with Llama3 : I believe that this combination is likely to create better task-specific models than anything else at any cost."

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2024-04-23 About

Simon Willison sur Twitter : "Run Llama 2 on your own Mac using LLM and Homebrew..."

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2023-08-02 About

Llama 2 is here - get it on Hugging Face

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2023-07-19 About

clem 🤗 sur Twitter : "Llama 2 by @Meta is already integrated with @huggingface transformers, TGI, inference endpoints, PEFT and much more..."

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2023-07-19 About

ggerganov/llama.cpp: Port of Facebook's LLaMA model in C/C++

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2023-06-04 About

How to use Alpaca-LoRA to fine-tune a model like ChatGPT

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2023-05-26 About

Google "We Have No Moat, And Neither Does OpenAI"

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> low-cost public involvement was enabled
by a vastly cheaper mechanism for fine tuning called low
rank adaptation ()[LoRA](tag:lora)

> **Part of what makes LoRA so effective is that ... it’s stackable.**
>
> By contrast, training giant models from scratch not only
throws away the pretraining, but also any iterative
improvements that have been made on top.

> LoRA updates are very cheap to produce (~$100) for the
most popular model sizes.

> Many of these projects are saving time by training on
small, highly curated datasets...
> These
datasets are built using synthetic methods (e.g. filtering
the best responses from an existing model) and
scavenging from other projects

> Directly Competing With Open Source
Is a Losing Proposition

> Paradoxically, the one clear winner in all of this is Meta.
Because the leaked model was theirs ([LLaMA](tag:llama)), they have
effectively garnered an entire planet's worth of free labor.
Since most open source innovation is happening on top of
their architecture, there is nothing stopping them from
directly incorporating it into their products.

2023-05-04 About

Daniel Vila Suero sur Twitter : "Data quality is key for LLMs, but we're building Open Source LLMs with data of "unknown" quality... Introducing Alpaca GarbageCollector..."

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2023-04-05 About

Sentence Embedding Fine-tuning for the French Language | by La Javaness R&D | Feb, 2022 | Medium

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2022-03-31 About

Sahajtomar/french_semantic · Hugging Face

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2021-10-14 About

[1901.04085] Passage Re-ranking with BERT

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2021-03-26 About

Hugging Face sur Twitter : "Transformers release of the Retrieval-Augmented Generation model in collaboration with @facebookai!"

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2021-02-23 About

[1911.03814] Scalable Zero-shot Entity Linking with Dense Entity Retrieval

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2020-05-02 About

Paris NLP Season 4 Meetup #3 – Paris NLP (2020)

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2020-01-23 About

CamemBERT

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CamemBERT

2019-11-10 About

[1911.01464] Emerging Cross-lingual Structure in Pretrained Language Models

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2019-11-06 About