Hugging Face Text
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from $0.01 / 1,000 results
Hugging Face Text
Comprehensive text processing w/Hugging Face models generation, NLP & embeddings. Text Generations Chat Completion Summarization Condense documents Translation Sentiment Analysis Classify sentiment NER Named entity recognition Q&A Answer context Embeddings Semantic search Zero-Shot without training
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from $0.01 / 1,000 results
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John Rippy
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Hugging Face Text AI
Built by John Rippy | johnrippy.link
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Text AI Processing - Generation, NLP, Translation & Embeddings
Comprehensive text processing with Hugging Face models - generation, NLP, and embeddings.
Features
- Text Generation: LLMs like Llama, Mistral, Falcon, GPT-2
- Chat Completion: Conversational AI with system prompts
- Summarization: Condense long documents
- Translation: 100+ language pairs
- Sentiment Analysis: Classify text sentiment
- NER: Named entity recognition
- Q&A: Answer questions from context
- Embeddings: Semantic search vectors
- Zero-Shot: Classify without training
Supported Tasks
| Task | Description | Default Model |
|---|---|---|
text_generation | Generate text with LLMs | mistralai/Mistral-7B-Instruct-v0.1 |
chat_completion | Conversational AI | mistralai/Mistral-7B-Instruct-v0.1 |
summarization | Summarize documents | facebook/bart-large-cnn |
translation | Translate languages | Helsinki-NLP/opus-mt-* |
sentiment_analysis | Analyze sentiment | distilbert-base-uncased-finetuned-sst-2-english |
ner | Extract named entities | dslim/bert-base-NER |
question_answering | Q&A from context | deepset/roberta-base-squad2 |
fill_mask | Fill masked tokens | bert-base-uncased |
embeddings | Generate embeddings | sentence-transformers/all-MiniLM-L6-v2 |
zero_shot_classification | Classify without training | facebook/bart-large-mnli |
text_similarity | Compare text similarity | sentence-transformers/all-MiniLM-L6-v2 |
paraphrase | Rewrite text | tuner007/pegasus_paraphrase |
Popular Models
| Category | Models |
|---|---|
| LLMs | meta-llama/Llama-2-7b-chat-hf, mistralai/Mistral-7B-Instruct-v0.1, tiiuae/falcon-7b-instruct |
| Summarization | facebook/bart-large-cnn, google/pegasus-xsum, philschmid/bart-large-cnn-samsum |
| Embeddings | sentence-transformers/all-MiniLM-L6-v2, BAAI/bge-large-en, intfloat/e5-large-v2 |
Pricing
$0.01 per API call
Part of the Hugging Face AI Suite - Text, Image, Audio, and Hub actors for comprehensive AI capabilities.
