
HUGGINGFACE . CO {
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Title:
They Said It Couldn’t Be Done
Description:
A Blog post by Pierre-Carl Langlais on Hugging Face
Website Age:
8 years and 11 months (reg. 2016-07-18).
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Keywords {🔍}
models, model, pleias, data, training, multilingual, performance, language, release, small, generations, custom, pico, rag, tractoai, llama, open, generate, toxic, trained, benchmark, key, english, french, pretraining, tools, huggingface, emissions, tcoeq, benchmarks, smollm, base, generation, languages, weight, class, dataset, corpus, text, developed, pipeline, harmful, generated, nano, evaluation, evaluate, datasets, community, follow, family,
Topics {✒️}
pre-tokenized pre-training data automatic fault-tolerant manner consumer-grade hardware locally post-processed seed texts fine-tuned larger models high-quality multilingual data evaluating safety-tuned models head elo-based tournament multilingual retrieval-augmented generation remove harmful language open source tools copyrighted serverless ai platform file system operations fully supported languages permissibly licensed data tokenized data tables ocr correction tools yolo fine-tune leading open models models generated orders pleias-nano-1b-rag replacing incorrect words extracting ~100b words 300m model generated synthetically generate queries synthetic data generation synthetic data pipeline custom tokenizer development correcting spacing issues jean zay supercomputer compute-intensive workloads sexually explicit themes pleias-pico-350m-rag toxicity benchmark performant custom toxicity classifier evaluating small models offering strong support retrieval augmented generation popular generalist benchmarks crows-pairs benchmark pleias models outperform correct digitization errors efficiently store batches concrete evaluation criteria training data address key areas generate toxic completions olmo 1b pct broad linguistic coverage
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