TEXTOIR
MOSS
| TEXTOIR | MOSS | |
|---|---|---|
| 1 | 4 | |
| 179 | 11,819 | |
| 4.5% | 0.2% | |
| 7.7 | 8.5 | |
| 3 months ago | 8 months ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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TEXTOIR
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[D] Extracting next action from conversation
- Intent extraction models such as https://github.com/thuiar/textoir. My problem with this approach is that they are multi-label classifiers and usually focused on single-sentence classification "Can you get me a table?" would be assigned to the "Reservation" label. I feel that I would lose information such as "Meet at 10PM in this address."
MOSS
- Has anyone tried fine tuning on a dataset of complex tasks that require tool use?
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Benchmarks for Recent LLMs
Missing Vicuna, Dolly, BELLE, phoenix, MOSS, the ones used by open assistant.
- [D] Open-Source LLMs vs APIs
- GitHub - OpenLMLab/MOSS: An open-source tool-augmented conversational language model from Fudan University
What are some alternatives?
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
LLMZoo - ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡
clip-as-service - 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
private-gpt - Deploy smart and secure conversational agents for your employees, using Azure. Able to use both private and public data.
databunker - A secure user directory built for developers to comply with the GDPR [Moved to: https://github.com/securitybunker/databunker]
alpaca_farm - A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.
Yi - A series of large language models trained from scratch by developers @01-ai
AdaKGC - [EMNLP 2023 (Findings)] Schema-adaptable Knowledge Graph Construction
awesome-totally-open-chatgpt - A list of totally open alternatives to ChatGPT
bolt
badger - Fast key-value DB in Go.
lm-evaluation-harness - A framework for few-shot evaluation of language models.