From 98b2130a90d8f0df2c526c5024b5eafdb21b762f Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 13 May 2026 16:48:08 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: defog/sqlcoder-7b-2 Source: Original Platform --- .gitattributes | 59 ++++++ README.md | 86 +++++++++ config.json | 28 +++ configuration.json | 1 + generation_config.json | 6 + label_mask.npy | 3 + labeled_matches.npy | 3 + labels.npy | 3 + model-00001-of-00003.safetensors | 3 + model-00002-of-00003.safetensors | 3 + model-00003-of-00003.safetensors | 3 + model.safetensors.index.json | 298 +++++++++++++++++++++++++++++++ predictions.npy | 3 + special_tokens_map.json | 29 +++ sqlcoder-7b-q5_k_m.gguf | 3 + tokenizer.json | 3 + tokenizer.model | 3 + tokenizer_config.json | 83 +++++++++ training_args.bin | 3 + 19 files changed, 623 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 config.json create mode 100644 configuration.json create mode 100644 generation_config.json create mode 100644 label_mask.npy create mode 100644 labeled_matches.npy create mode 100644 labels.npy create mode 100644 model-00001-of-00003.safetensors create mode 100644 model-00002-of-00003.safetensors create mode 100644 model-00003-of-00003.safetensors create mode 100644 model.safetensors.index.json create mode 100644 predictions.npy create mode 100644 special_tokens_map.json create mode 100644 sqlcoder-7b-q5_k_m.gguf create mode 100644 tokenizer.json create mode 100644 tokenizer.model create mode 100644 tokenizer_config.json create mode 100644 training_args.bin diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..8916278 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,59 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text + + +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text + +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zstandard filter=lfs diff=lfs merge=lfs -text +*.tfevents* filter=lfs diff=lfs merge=lfs -text +*.db* filter=lfs diff=lfs merge=lfs -text +*.ark* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text + +*.ckpt filter=lfs diff=lfs merge=lfs -text + +*.ggml filter=lfs diff=lfs merge=lfs -text +*.llamafile* filter=lfs diff=lfs merge=lfs -text +*.pt2 filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text + +*.npz filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text + +model-00003-of-00003.safetensors filter=lfs diff=lfs merge=lfs -text +model-00002-of-00003.safetensors filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text +labeled_matches.npy filter=lfs diff=lfs merge=lfs -text +model-00001-of-00003.safetensors filter=lfs diff=lfs merge=lfs -text +labels.npy filter=lfs diff=lfs merge=lfs -text +sqlcoder-7b-q5_k_m.gguf filter=lfs diff=lfs merge=lfs -text +training_args.bin filter=lfs diff=lfs merge=lfs -text +label_mask.npy filter=lfs diff=lfs merge=lfs -text +predictions.npy filter=lfs diff=lfs merge=lfs -text +tokenizer.model filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..3f14f10 --- /dev/null +++ b/README.md @@ -0,0 +1,86 @@ +--- +license: cc-by-sa-4.0 +library_name: transformers +pipeline_tag: text-generation +--- +# Update notice +The model weights were updated at 7 AM UTC on Feb 7, 2024. The new model weights lead to a much more performant model – particularly for joins. + +If you downloaded the model before that, please redownload the weights for best performance. + +# Model Card for SQLCoder-7B-2 + +A capable large language model for natural language to SQL generation. + +![image/png](https://cdn-uploads.huggingface.co/production/uploads/603bbad3fd770a9997b57cb6/AYUE2y14vy2XkD9MZpScu.png) + +## Model Details + +### Model Description + + + +This is the model card of a πŸ€— transformers model that has been pushed on the Hub. This model card has been automatically generated. + +- **Developed by:** [Defog, Inc](https://defog.ai) +- **Model type:** [Text to SQL] +- **License:** [CC-by-SA-4.0] +- **Finetuned from model:** [CodeLlama-7B] + +### Model Sources [optional] +- [**HuggingFace:**](https://huggingface.co/defog/sqlcoder-70b-alpha) +- [**GitHub:**](https://github.com/defog-ai/sqlcoder) +- [**Demo:**](https://defog.ai/sqlcoder-demo/) + +## Uses + +This model is intended to be used by non-technical users to understand data inside their SQL databases. It is meant as an analytics tool, and not as a database admin tool. + +This model has not been trained to reject malicious requests from users with write access to databases, and should only be used by users with read-only access. + +## How to Get Started with the Model + +Use the code [here](https://github.com/defog-ai/sqlcoder/blob/main/inference.py) to get started with the model. + +## Prompt + +Please use the following prompt for optimal results. Please remember to use `do_sample=False` and `num_beams=4` for optimal results. + +``` +### Task +Generate a SQL query to answer [QUESTION]{user_question}[/QUESTION] + +### Database Schema +The query will run on a database with the following schema: +{table_metadata_string_DDL_statements} + +### Answer +Given the database schema, here is the SQL query that [QUESTION]{user_question}[/QUESTION] +[SQL] +``` + +## Evaluation + +This model was evaluated on [SQL-Eval](https://github.com/defog-ai/sql-eval), a PostgreSQL based evaluation framework developed by Defog for testing and alignment of model capabilities. + +You can read more about the methodology behind SQLEval [here](https://defog.ai/blog/open-sourcing-sqleval/). + +### Results + +We classified each generated question into one of 6 categories. The table displays the percentage of questions answered correctly by each model, broken down by category. + +| | date | group_by | order_by | ratio | join | where | +| -------------- | ---- | -------- | -------- | ----- | ---- | ----- | +| sqlcoder-70b | 96 | 91.4 | 97.1 | 85.7 | 97.1 | 91.4 | +| sqlcoder-7b-2 | 96 | 91.4 | 94.3 | 91.4 | 94.3 | 77.1 | +| sqlcoder-34b | 80 | 94.3 | 85.7 | 77.1 | 85.7 | 80 | +| gpt-4 | 72 | 94.3 | 97.1 | 80 | 91.4 | 80 | +| gpt-4-turbo | 76 | 91.4 | 91.4 | 62.8 | 88.6 | 77.1 | +| natural-sql-7b | 56 | 88.6 | 85.7 | 60 | 88.6 | 80 | +| sqlcoder-7b | 64 | 82.9 | 74.3 | 54.3 | 74.3 | 74.3 | +| gpt-3.5 | 72 | 77.1 | 82.8 | 34.3 | 65.7 | 71.4 | +| claude-2 | 52 | 71.4 | 74.3 | 57.1 | 65.7 | 62.9 | + +## Model Card Contact + +Contact us on X at [@defogdata](https://twitter.com/defogdata), or on email at [founders@defog.ai](mailto:founders@defog.ai) \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..1403bb3 --- /dev/null +++ b/config.json @@ -0,0 +1,28 @@ +{ + "_name_or_path": "defog/sqlcoder-7b-instruct-ds7", + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 1, + "eos_token_id": 2, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 11008, + "max_position_embeddings": 16384, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 32, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": null, + "rope_theta": 1000000, + "tie_word_embeddings": false, + "torch_dtype": "float16", + "transformers_version": "4.37.2", + "use_cache": true, + "vocab_size": 32016 +} diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..bbeeda1 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "text-generation", "allow_remote": true} \ No newline at end of file diff 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