Semanlink - Favoris ; Artificial Intelligence AND Open-source LLM

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Alibaba - Andrej Karpathy - Cannibalizing LLMs - Conversational AI - Good - Google - GPT: open-source alternatives - Guillaume Lample - Hugging Face - LangChain - Llama 2 - LLM - LM Fine-tuning - Mistral - My M2Max mac - NLP@Meta - OpenAI - Open Source - Open-source LLM - Text to SQL - Transformers - Tutorial - Tweet - Weaviate -

Favoris ; Artificial Intelligence AND Open-source LLM

Common descendants

Open-source LLM

26 Documents

Leonie sur X : "Ollama allows you to run open source LLMs LOCALLY..."

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2024-03-30 About

On a testé Le Chat, l’étonnant ChatGPT à la française de Mistral AI

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Mistral

2024-03-12 About

Mistral AI, incarnation des espoirs français dans l’intelligence artificielle

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Mistral

2023-12-13 About

Mixtral of experts | Mistral AI | Open source models

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2023-12-12 About

Sebastian Raschka sur X : "Since Mixture of Expert (MoE) LLMs are all the rage as of this weekend, thanks to the Mixtral-8x-7B release, here's a quick explainer..."

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2023-12-12 About

Mistral AI | Open source models

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Mistral

2023-12-01 About

Getting started with Llama 2 - AI at Meta

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2023-10-28 About

Guillaume Lample sur X : "Mistral 7B is out. It outperforms Llama 2 13B on every benchmark we tried..."

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2023-09-28 About

Yam Peleg sur X : "Qwen-14B (Alibaba) The most powerful open-source model for it's size. And the longest trained: 3T tokens..."

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2023-09-28 About

Bindu Reddy sur X : "The Ongoing Case For Open Source LLMs..."

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2023-09-26 About

Philipp Schmid sur X : “YaRN” allows you to scale LLMs like llama 2 to over 100k context!...

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2023-09-01 About

Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Models to Unique Applications | Anyscale

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2023-08-18 About

Easily Finetune Llama 2 for Your Text-to-SQL Applications | by Jerry Liu | Aug, 2023

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2023-08-18 About

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

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2023-08-02 About

Andrej Karpathy sur Twitter : "My fun weekend hack: llama2.c Lets you train a baby Llama 2 model in PyTorch, then inference it with one 500-line file with no dependencies, in pure C."

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2023-07-24 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

Llama 2 - Meta AI

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Llama 2

2023-07-19 About

The Falcon has landed in the Hugging Face ecosystem

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2023-06-05 About

A look at open-source alternatives to ChatGPT - TechTalks

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GPT: open-source alternatives

2023-05-29 About

Releasing 3B and 7B RedPajama-INCITE family of models including base, instruction-tuned & chat models — TOGETHER

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Open-source LLM

2023-05-07 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

Harrison Chase sur Twitter : "LangChain AIPlugins: A first open source attempt at using AIPlugins (the same ones ChatGPT is using)

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2023-03-24 About

Jimmy Lin sur Twitter : "GPT-4 and its ilk are awesome for rapid prototyping and one-offs, but at the end of the day, enterprises will deploy far smaller distilled models in production. Here's my contrarian take -" / Twitter

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2023-03-21 About

Ramsri Goutham Golla sur Twitter : "The most practical open-source competitor to @OpenAI 's GPT-3 is Google's Flan-T5 Here are 5 Flan-T5 resources to try out easily, deploy, or fine-tune it! 🧵" / Twitter

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2023-02-04 About

merve sur Twitter : "Do you want to know how models like ChatGPT work? Did you know you could build your own conversational product using open-source alternatives..."

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2022-12-06 About