Stefano Fiorucci's picture

Stefano Fiorucci

anakin87

·

https://stefano-fiorucci.netlify.app

AI & ML interests

Contributing to Haystack, the LLM Framework 🏗️. NLP / LLMs.

Articles

Selective fine-tuning of Language Models with Spectrum

Organizations

anakin87's activity

upvoted an article 16 days ago

Article

Selective fine-tuning of Language Models with Spectrum

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16 days ago

• 25

upvoted a paper about 1 month ago

Spectrum: Targeted Training on Signal to Noise Ratio

Paper • 2406.06623 • Published Jun 7 • 4

upvoted a collection about 2 months ago

🧩 Verbalized Rebus @ CLiC-it 2024

Materials for the paper "Non Verbis, Sed Rebus: Large Language Models are Weak Solvers of Italian Rebuses" • 13 items • Updated Aug 5 • 3

upvoted 2 articles about 2 months ago

Article

🔥 Argilla 2.0: the data-centric tool for AI makers 🤗

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Jul 30

• 31

Article

MMLU-PRO-ITA a new eval for Italian LLMs

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Jul 23

• 3

upvoted 2 articles 2 months ago

Article

Mixedbread 🤝 deepset: Announcing our New German/English Embedding Model

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Jul 19

• 15

Article

🦙⚗️ Using Llama3 and distilabel to build fine-tuning datasets

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Jun 4

• 67

upvoted a paper 3 months ago

Refusal in Language Models Is Mediated by a Single Direction

Paper • 2406.11717 • Published Jun 17 • 2

upvoted a collection 3 months ago

abliterated-v3

Latest gen of the abliterated models I've produced • 17 items • Updated Jun 3 • 89

upvoted 3 articles 4 months ago

Article

Uncensor any LLM with abliteration

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Jun 13

• 312

Article

⚗️ 🔥 Building High-Quality Datasets with distilabel and Prometheus 2

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Jun 3

• 26

Article

Training and Finetuning Embedding Models with Sentence Transformers v3

May 28

• 146

upvoted a paper 4 months ago

Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA

Paper • 2405.07101 • Published May 11 • 1

upvoted an article 5 months ago

Article

Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent

Apr 22

• 78

upvoted a collection 5 months ago

🇮🇹 Italian NLP Resources

Collection of models, datasets and demos relevant to Italian NLP 🇮🇹 • 216 items • Updated 1 day ago • 19

upvoted a collection 6 months ago

About ORPO

Contains some information and experiments fine-tuning LLMs using 🤗 `trl.ORPOTrainer` • 8 items • Updated 17 days ago • 5

upvoted 3 collections 8 months ago

Model Merging

Model Merging is a very popular technique nowadays in LLM. Here is a chronological list of papers on the space that will help you get started with it! • 30 items • Updated Jun 12 • 211

Italian NER

5 items • Updated Dec 11, 2023 • 1

Italian Sentence Transformers

11 items • Updated Feb 23 • 7

upvoted a paper 11 months ago

Zephyr: Direct Distillation of LM Alignment

Paper • 2310.16944 • Published Oct 25, 2023 • 120

upvoted a collection 12 months ago

Flan-T5 release

The Flan-T5 covers 4 checkpoints of different sizes each time. It also includes upgrades versions trained using Universal sampling • 7 items • Updated Jul 31 • 18