Awesome-Text2SQL
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSLγText2APIγText2Vis and more.
https://github.com/eosphoros-ai/Awesome-Text2SQL
Last synced: 8 days ago
JSON representation
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π₯ Base Model
- [paper - 6B/blob/main/README.md)] [[model](https://huggingface.co/THUDM/chatglm-6b)]
- General Language Model
- [paper - lab/stanford_alpaca)] [[model](https://huggingface.co/tatsu-lab/alpaca-7b-wdiff/tree/main)]
- [paper - sys/FastChat)] [[model](https://huggingface.co/lmsys)]
- [paper - 6B/blob/main/README_EN.md)] [[model](https://huggingface.co/THUDM/chatglm2-6b)]
- [code - inc/Baichuan-7B)]
- [code - inc/Baichuan-13B-Base)]
- [paper
- [paper - llama)]
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- [code - inc)]
- [paper - 1_5)]
- phi-1 - 1.5 demonstrates a nearly state-of-the-art performance among models with less than 10 billion parameters. 2023/12, They propose [Phi-2](https://huggingface.co/microsoft/phi-2), a 2.7 billion-parameter language model that demonstrates outstanding reasoning and language understanding capabilities, showcasing state-of-the-art performance among base language models with less than 13 billion parameters.
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- [paper - started/open_weight_models/)] [[model](https://huggingface.co/mistral-community/Mixtral-8x22B-v0.1)]
- [paper - 3-mini-128k-instruct)]
- [paper - llama/llama3)] [[model](https://huggingface.co/meta-llama)]
- [paper - 110B)]
- [paper - 6659360b33528ced941e557f)]
- [paper - llama)]
- [paper - 6B/blob/main/README.md)] [[model](https://huggingface.co/THUDM/chatglm-6b)]
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- [paper - 180B)] [[model](https://huggingface.co/tiiuae)]
- [paper
- [paper - 1_5)]
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- [paper - llama/llama3)] [[model](https://huggingface.co/meta-llama)]
- [paper
- [paper - llama/llama3)] [[model](https://huggingface.co/meta-llama)]
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π¬ Classic Model
- [paper
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- ![ - lily.github.io/spider)
- ![ - bench.github.io/)
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- ![ - main.105.pdf)
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- ![ - long.142.pdf)
- ![ - explorer/)
- ![ - main.562.pdf)
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- ![ - Hsuan-Lee/KaggleDBQA)
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πͺ Dataset
Programming Languages
Categories
Sub Categories
Keywords
natural-language-processing
7
text-to-sql
7
database
6
large-language-models
4
llm
4
nl2sql
4
chatgpt
4
mmlu
3
natural-language-interface
3
huggingface
3
gpt-4
3
chinese
3
semantic-parsing
3
ceval
3
artificial-intelligence
3
nlp
3
text2sql
3
llama
2
deep-learning
2
gpt
2
question-answering
2
benchmark
2
awesome
2
fine-tuning
1
llama2
1
sql
1
datasets
1
ai
1
aigc
1
courses-resource
1
tutorials
1
stable-diffusion
1
prompt-engineering
1
multimodal
1
midjourney
1
semantic-layer
1
falkordb
1
symbolic-language
1
structured-knowledge-grounding
1
prompt-learning
1
openai
1
language-model
1
language-binding
1
in-context-learning
1
fact-verification
1
tutorial
1
survey
1
nlp-resources
1
nl-to-sql
1
nl-to-code
1