commit ca17b11106f045826d6feb77646806cf89cc0158 Author: ModelHub XC Date: Tue Sep 8 16:06:21 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: build-small-hackathon/lfed-qwen2.5-coder-7b-sql-gguf Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..61b475c --- /dev/null +++ b/.gitattributes @@ -0,0 +1,37 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt 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 +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz 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 +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl 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 +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* 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 +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +model-f16.gguf filter=lfs diff=lfs merge=lfs -text +lfed-qwen2.5-coder-7b-sql-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..fc88a4b --- /dev/null +++ b/README.md @@ -0,0 +1,40 @@ +--- +tags: +- text-to-sql +- education +- local-first +- llama-cpp +- duckdb +- gguf +- qwen +- qlora +language: en +license: apache-2.0 +pipeline_tag: text-generation +--- + +# LFED — Qwen2.5-Coder-7B Text-to-SQL (GGUF) + +Fine-tuned on Q4_K_M for duckdb SQL generation from natural-language +questions about school district data (enrollment, attendance, chronic absenteeism). + +**Base model**: Qwen2.5-Coder-7B-Instruct +**Fine-tuning**: Unsloth QLoRA (r=16, alpha=16) on ~1,200 synthetic NL→SQL pairs +**Format**: GGUF Q4_K_M (~4.4 GB) +**Use with**: llama.cpp, Ollama, LM Studio + +## Usage + +```python +from llama_cpp import Llama + +llm = Llama( + model_path="lfed-qwen2.5-coder-7b-sql-Q4_K_M.gguf", + n_ctx=4096, +) +``` + +## Schema + +- `enrollment(school_year, school_name, grade_level, student_count)` +- `attendance(student_id, school_name, school_year, absence_count, is_chronically_absent)` diff --git a/lfed-qwen2.5-coder-7b-sql-Q4_K_M.gguf b/lfed-qwen2.5-coder-7b-sql-Q4_K_M.gguf new file mode 100644 index 0000000..e62a3f4 --- /dev/null +++ b/lfed-qwen2.5-coder-7b-sql-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2dc29d22459d995c07e39cc34d00a640baf0e96a12ba9e1018d83c85956cb15f +size 4683073408 diff --git a/model-f16.gguf b/model-f16.gguf new file mode 100644 index 0000000..eadb7b8 --- /dev/null +++ b/model-f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a9fd3a41a89668c216fe81ea78c0d1a106a629225ff71fb21ffb8456663ecdf +size 15237853056