How to build a custom text classifier without days of human labeling
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Daniel Vila
dvilasuero
AI & ML interests
RLHF, RLAIF, DPO, data, data, data
Articles
Organizations
Posts
9
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916
Big news! You can now build strong ML models without days of human labelling
You simply:
- Define your dataset, including annotation guidelines, labels and fields
- Optionally label some records manually.
- Use an LLM to auto label your data with a human (you? your team?) in the loop!
Get started with this blog post:
https://huggingface.co/blog/sdiazlor/custom-text-classifier-ai-human-feedback
You simply:
- Define your dataset, including annotation guidelines, labels and fields
- Optionally label some records manually.
- Use an LLM to auto label your data with a human (you? your team?) in the loop!
Get started with this blog post:
https://huggingface.co/blog/sdiazlor/custom-text-classifier-ai-human-feedback
Post
381
Explore FinePersonas, visually with Argilla and
black-forest-labs/FLUX.1-schnell
Excited to share this space where the community can explore a tiny subset of FinePersonas
argilla/finepersonas
Dataset built with distilabel and Free Serveless endpoints
This is just a first step towards more interesting experiments with FinePersonas, for example can we use it to assess biases in text2image models?
If you have ideas I'd love to hear them in the comments!
Excited to share this space where the community can explore a tiny subset of FinePersonas
argilla/finepersonas
Dataset built with distilabel and Free Serveless endpoints
This is just a first step towards more interesting experiments with FinePersonas, for example can we use it to assess biases in text2image models?
If you have ideas I'd love to hear them in the comments!
Papers
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spaces
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models
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dvilasuero/DistilabelOpenHermes-2.5-mistral-7b-mix2
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dvilasuero/Distilabel-OpenHermes-2.5-Mistral-7B-v2
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dvilasuero/Capystral-Mistral-7B-Instruct
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dvilasuero/CapMistral-7B-Instruct-1epoch
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dvilasuero/CapMistral-7B-Instruct
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dvilasuero/Distilabel-Nous-Capybara-7B-V1.9
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dvilasuero/DistilabeledHermes-2.5-Mistral-7B
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dvilasuero/phi2-lora-quantized-distilabel-intel-orca-dpo-pairs
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dvilasuero/DistilabelBeagle14-7B
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dvilasuero/distilabeled-Magicoder-S-DS-6.7B
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dvilasuero/optional-field
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dvilasuero/sentiment-csv
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dvilasuero/meta-llama_Llama-3.1-70B-Instruct_cot_ifeval_20241017_134405
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dvilasuero/meta-llama_Llama-3.1-70B-Instruct_thinking_ifeval_20241017_122400
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dvilasuero/meta-llama_Llama-3.1-70B-Instruct_thinking_mmlu-pro_20241017_105801
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dvilasuero/meta-llama_Llama-3.1-70B-Instruct_cot_mmlu-pro_20241017_101055
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dvilasuero/meta-llama_Llama-3.1-70B-Instruct_base_mmlu-pro_20241017_092354
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dvilasuero/meta-llama_Llama-3.1-70B-Instruct_thinking_mmlu-pro_20241017_083212
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dvilasuero/meta-llama_Llama-3.1-70B-Instruct_cot_mmlu-pro_20241017_082906
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dvilasuero/meta-llama_Llama-3.1-70B-Instruct_base_mmlu-pro_20241017_082202
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