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AI Blueprint
AI & ML interests
A blueprint for AI development, focusing on applied examples of RAG, information extraction, analysis and fine-tuning in the age of LLMs.
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davidberenstein1957
updated
3
Spaces
about 23 hours ago
davidberenstein1957
updated
a
Space
2 days ago
davidberenstein1957
updated
a
collection
2 days ago
davidberenstein1957
updated
a
dataset
2 days ago
davidberenstein1957
published
a
dataset
2 days ago
davidberenstein1957
updated
a
collection
2 days ago
davidberenstein1957
published
a
Space
2 days ago
davidberenstein1957
posted
an
update
3 days ago
Post
1785
The RAG's in the bag!
You can now use the Synthetic Data Generator with your own domain-specific seed data to generate a dataset for fine-tuning retrieval or reranking models.
GitHub: https://buff.ly/49IDSmd
Spaces: https://buff.ly/3Y1S99z
Blog: https://huggingface.co./blog/sdiazlor/fine-tune-modernbert-for-rag-with-synthetic-data
You can now use the Synthetic Data Generator with your own domain-specific seed data to generate a dataset for fine-tuning retrieval or reranking models.
GitHub: https://buff.ly/49IDSmd
Spaces: https://buff.ly/3Y1S99z
Blog: https://huggingface.co./blog/sdiazlor/fine-tune-modernbert-for-rag-with-synthetic-data
- 1 reply
davidberenstein1957
posted
an
update
7 days ago
Post
1202
You can now use the "Synthetic Data Generator" at a much larger scale with your preferred inference engine: Ollama, vLLM, TGI, and serverless inference! 🔥
Install, configure, launch!
Space: argilla/synthetic-data-generator
Examples: https://github.com/argilla-io/synthetic-data-generator/tree/main/examples
Install, configure, launch!
Space: argilla/synthetic-data-generator
Examples: https://github.com/argilla-io/synthetic-data-generator/tree/main/examples
davidberenstein1957
posted
an
update
10 days ago
Post
2093
🔦 What? The Hub as a vector search backend!
code: https://gist.github.com/davidberenstein1957/f0157a471ec59d9dd44ae6957f1d52ec
build on DuckDB: https://huggingface.co./docs/hub/en/datasets-duckdb
code: https://gist.github.com/davidberenstein1957/f0157a471ec59d9dd44ae6957f1d52ec
build on DuckDB: https://huggingface.co./docs/hub/en/datasets-duckdb
davidberenstein1957
posted
an
update
20 days ago
Post
1938
Fine-tune a SmolLM on domain-specific synthetic data from a LLM
Blog: https://huggingface.co./blog/davidberenstein1957/fine-tune-a-smollm-on-synthetic-data-of-llm
Blog: https://huggingface.co./blog/davidberenstein1957/fine-tune-a-smollm-on-synthetic-data-of-llm
- 1 reply
davidberenstein1957
posted
an
update
25 days ago
Post
1999
Fine-tuning ModernBERT for text classification using synthetic data generation
From prompt to model in 3 steps.
1 dataset description
20 minutes of generating
60 minutes of fine-tuning on my Macbook Pro
Tutorial: https://nbsanity.com/static/552eb50cbd91bedb4e5b73fddca2664a/fine-tune-modernbert-classifier.html
From prompt to model in 3 steps.
1 dataset description
20 minutes of generating
60 minutes of fine-tuning on my Macbook Pro
Tutorial: https://nbsanity.com/static/552eb50cbd91bedb4e5b73fddca2664a/fine-tune-modernbert-classifier.html
davidberenstein1957
posted
an
update
about 1 month ago
Post
1359
🐇 Tumble down the AI rabbit hole without any technical knowledge!
Explore AI models on the Hub by a simple and quick search
Demo: davidberenstein1957/transformers-pipeline-playground
Explore AI models on the Hub by a simple and quick search
Demo: davidberenstein1957/transformers-pipeline-playground
davidberenstein1957
posted
an
update
about 1 month ago
Post
4204
Introducing the Synthetic Data Generator, a user-friendly application that takes a no-code approach to creating custom datasets with Large Language Models (LLMs). The best part: A simple step-by-step process, making dataset creation a non-technical breeze, allowing anyone to create datasets and models in minutes and without any code.
Blog: https://huggingface.co./blog/synthetic-data-generator
Space: argilla/synthetic-data-generator
Blog: https://huggingface.co./blog/synthetic-data-generator
Space: argilla/synthetic-data-generator
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- 4 replies