Financial Sentiment
8 modelsLanguage-specific models for detecting sentiment in financial news and market commentary.
finance-sentiment-ja-base
β 1.9Mfinance-sentiment-zh-base
β 49Kfinance-sentiment-fr-base
β 35K
We build models for paying customers, then we release them. 16+ models, 80K+ monthly downloads. Maintained, not abandoned.
Model card
Multilingual PII anonymization model for EU compliance. Detects and redacts names, emails, phones, addresses, and more across 20+ languages.
pip install transformers accelerate from transformers import pipeline pipe = pipeline("token-classification", model="bardsai/eu-pii-anonymization-multilang")
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License: Apache 2.0
What people are actually downloading.
23+
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// Models
Each one started as work for a paying customer. We released the ones that turned out to be useful to other teams. The popular ones we keep updating.
Language-specific models for detecting sentiment in financial news and market commentary.
finance-sentiment-ja-base
β 1.9Mfinance-sentiment-zh-base
β 49Kfinance-sentiment-fr-base
β 35KWhisper ASR models fine-tuned for Polish - winners of Hugging Face's Whisper Fine-Tuning Sprint.
whisper-large-v2-pl-v2
β 14Kwhisper-small-pl
β 8.5Kwhisper-medium-pl
β 1.9KA top-ranked β€7B open LLM family fine-tuned with Direct Preference Optimization.
jaskier-7b-dpo
β 30Kjaskier-7b-dpo-v5.6
β 25Kjaskier-7b-dpo-v6.1
β 17K// Featured project
Self-play RL training in JAX. We built it to train an agent for Dark Hex (a hidden-information variant of Hex). The pieces - AlphaZero-style policy/value, MCTS, vectorized environments, Hydra configs - work for any two-player adversarial game.

Our latest open-source releases.
Mar 16, 2026
eu-pii-anonimization-multilang
Multilingual PII detection across all official EU languages. Token-level redaction.
Token ClassificationFeb 29, 2024
jaskier-7b-dpo-v6-GGUF
Quantized GGUF build of Jaskier 7B v6 for local inference with llama.cpp.
Text GenerationFeb 20, 2024
jaskier-7b-dpo-v6.1
Truthy DPO fine-tune of Jaskier 7B with improved factuality and instruction-following.
Text GenerationFeb 16, 2024
jaskier-7b-dpo-v5.6
Math-focused DPO checkpoint of Jaskier 7B with stronger reasoning on numeric tasks.
Text GenerationSurvived a paying customer
Each model went through a real engagement first. The eval suite, the edge cases, and the latency target were set by the customer - not by us.
Maintained, not abandoned
The popular ones get updates. Bug reports get answered. The models we don't maintain are tagged that way so you know which are which.
Releasing pays off
80K+ monthly downloads means people who use our work end up hiring us. Open is the cheapest credibility we know how to build.