From 7573cd6e923a44d331df55e9f9b0f9109a27bdd7 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 1 May 2026 15:14:29 +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: Azzedde/llama3.1-8b-text2cypher Source: Original Platform --- .gitattributes | 36 + README.md | 159 +++ config.json | 39 + generation_config.json | 14 + pytorch_model-00001-of-00004.bin | 3 + pytorch_model-00002-of-00004.bin | 3 + pytorch_model-00003-of-00004.bin | 3 + pytorch_model-00004-of-00004.bin | 3 + pytorch_model.bin.index.json | 298 +++++ special_tokens_map.json | 23 + tokenizer.json | 3 + tokenizer_config.json | 2067 ++++++++++++++++++++++++++++++ 12 files changed, 2651 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 pytorch_model-00001-of-00004.bin create mode 100644 pytorch_model-00002-of-00004.bin create mode 100644 pytorch_model-00003-of-00004.bin create mode 100644 pytorch_model-00004-of-00004.bin create mode 100644 pytorch_model.bin.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.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 +tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..966503d --- /dev/null +++ b/README.md @@ -0,0 +1,159 @@ +--- +library_name: transformers +tags: +- unsloth +- trl +- sft +license: mit +datasets: +- neo4j/text2cypher-2024v1 +language: +- en +base_model: +- unsloth/Llama-3.1-8B-Instruct +pipeline_tag: text-generation +--- + + +## Model Card for Llama3.1-8B-Cypher + +### Model Details +**Model Description** +This is the model card for **Llama3.1-8B-Cypher**, a fine-tuned version of Meta’s Llama-3.1-8B, optimized for generating **Cypher queries** from natural language input. The model has been trained using **Unsloth** for efficient fine-tuning and inference. + +**Developed by**: Azzedine (GitHub: Azzedde) +**Funded by [optional]**: N/A +**Shared by [optional]**: Azzedde +**Model Type**: Large Language Model (LLM) optimized for Cypher query generation +**Language(s) (NLP)**: English +**License**: Apache 2.0 +**Finetuned from model [optional]**: Meta-Llama-3.1-8B-Instruct + +### Model Sources +**Repository**: [Hugging Face](https://huggingface.co/Azzedde/llama3.1-8b-text2cypher) +**Paper [optional]**: N/A +**Demo [optional]**: N/A + +### Uses +#### Direct Use +This model is designed for generating **Cypher queries** for **Neo4j databases** based on natural language inputs. It can be used in: +- Database administration +- Knowledge graph construction +- Query automation for structured data retrieval + +#### Downstream Use [optional] +- Integrating into **LLM-based database assistants** +- Automating **graph database interactions** in enterprise applications +- Enhancing **semantic search and recommendation systems** + +#### Out-of-Scope Use +- General NLP tasks unrelated to graph databases +- Applications requiring strong factual accuracy outside Cypher query generation + +### Bias, Risks, and Limitations +- The model may **generate incorrect or suboptimal Cypher queries**, especially for **complex database schemas**. +- The model has not been trained to **validate or optimize queries**, so users should manually **verify generated queries**. +- Limited to **English-language inputs** and **Neo4j graph database use cases**. + +### Recommendations +Users should be aware of: +- The importance of **validating model-generated queries** before execution. +- The **potential for biases** in database schema interpretation. +- The need for **fine-tuning on domain-specific datasets** for best performance. + +### How to Get Started with the Model +Use the following code to load and use the model: + +```python +from unsloth import FastLanguageModel +from transformers import AutoTokenizer + +tokenizer = AutoTokenizer.from_pretrained("Azzedde/llama3.1-8b-text2cypher") +model = FastLanguageModel.from_pretrained("Azzedde/llama3.1-8b-text2cypher") + +# Example inference +cypher_prompt = """Below is a database Neo4j schema and a question related to that database. Write a Cypher query to answer the question. + +### Schema: +{schema} + +### Question: +{question} + +### Cypher: +""" +input_text = cypher_prompt.format(schema="", question="Find all users with more than 5 transactions") +inputs = tokenizer(input_text, return_tensors="pt").to("cuda") +outputs = model.generate(**inputs, max_new_tokens=64, use_cache=True) +print(tokenizer.decode(outputs[0])) +``` + +### Training Details +**Training Data**: The model was fine-tuned on the **Neo4j Text2Cypher dataset (2024v1)**. +**Training Procedure**: +- **Preprocessing**: Tokenized using the **Alpaca format**. +- **Training Hyperparameters**: + - `batch_size=2` + - `gradient_accumulation_steps=4` + - `num_train_epochs=3` + - `learning_rate=2e-4` + - `fp16=True` + +### Evaluation +#### Testing Data +- Used the **Neo4j Text2Cypher 2024v1 test split**. + +#### Factors +- Model performance was measured on **accuracy of Cypher query generation**. + +#### Metrics +- **Exact Match** with ground truth Cypher queries. +- **Execution Success Rate** on a test Neo4j instance. + +#### Results +- **High accuracy** for standard database queries. +- **Some errors in complex queries requiring multi-hop reasoning**. + +### Environmental Impact +**Hardware Type**: Tesla T4 (Google Colab) +**Hours Used**: ~7.71 minutes +**Cloud Provider**: Google Colab +**Compute Region**: N/A +**Carbon Emitted**: Estimated using ML Impact calculator + +### Technical Specifications +#### Model Architecture and Objective +- Based on **Llama-3.1 8B** with **LoRA fine-tuning**. + +#### Compute Infrastructure +- Fine-tuned using **Unsloth** for efficient training and inference. + +#### Hardware +- **GPU**: Tesla T4 +- **Max Reserved Memory**: ~7.922 GB + +#### Software +- **Libraries Used**: `unsloth`, `transformers`, `TRL`, `datasets` + +### Citation [optional] +**BibTeX:** +``` +@article{llama3.1-8b-cypher, + author = {Azzedde}, + title = {Llama3.1-8B-Cypher: A Cypher Query Generation Model}, + year = {2025}, + url = {https://huggingface.co/Azzedde/llama3.1-8b-text2cypher} +} +``` + +**APA:** +Azzedde. (2025). *Llama3.1-8B-Cypher: A Cypher Query Generation Model*. Retrieved from [Hugging Face](https://huggingface.co/Azzedde/llama3.1-8b-text2cypher) + +### More Information +For questions, reach out via **Hugging Face discussions** or GitHub issues. + +### Model Card Authors +- **Azzedde** (GitHub: Azzedde) + +### Model Card Contact +**Contact**: [Hugging Face Profile](https://huggingface.co/Azzedde) \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..444a608 --- /dev/null +++ b/config.json @@ -0,0 +1,39 @@ +{ + "_name_or_path": "unsloth/meta-llama-3.1-8b-instruct-unsloth-bnb-4bit", + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": 128009, + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + 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{%- set date_string = \"26 Jul 2024\" %}\n{%- endif %}\n{%- if not tools is defined %}\n {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0]['role'] == 'system' %}\n {%- set system_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n{%- else %}\n {%- set system_message = \"\" %}\n{%- endif %}\n\n{#- System message + builtin tools #}\n{{- \"<|start_header_id|>system<|end_header_id|>\\n\\n\" }}\n{%- if builtin_tools is defined or tools is not none %}\n {{- \"Environment: ipython\\n\" }}\n{%- endif %}\n{%- if builtin_tools is defined %}\n {{- \"Tools: \" + builtin_tools | reject('equalto', 'code_interpreter') | join(\", \") + \"\\n\\n\"}}\n{%- endif %}\n{{- \"Cutting Knowledge Date: December 2023\\n\" }}\n{{- \"Today Date: \" + date_string + \"\\n\\n\" }}\n{%- if tools is not none and not tools_in_user_message %}\n {{- \"You have access to the following functions. To call a function, please respond with JSON for a function call.\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n{%- endif %}\n{{- system_message }}\n{{- \"<|eot_id|>\" }}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n {#- Extract the first user message so we can plug it in here #}\n {%- if messages | length != 0 %}\n {%- set first_user_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n {%- else %}\n {{- raise_exception(\"Cannot put tools in the first user message when there's no first user message!\") }}\n{%- endif %}\n {{- '<|start_header_id|>user<|end_header_id|>\\n\\n' -}}\n {{- \"Given the following functions, please respond with a JSON for a function call \" }}\n {{- \"with its proper arguments that best answers the given prompt.\\n\\n\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n {{- first_user_message + \"<|eot_id|>\"}}\n{%- endif %}\n\n{%- for message in messages %}\n {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}\n {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\\n\\n'+ message['content'] | trim + '<|eot_id|>' }}\n {%- elif 'tool_calls' in message %}\n {%- if not message.tool_calls|length == 1 %}\n {{- raise_exception(\"This model only supports single tool-calls at once!\") }}\n {%- endif %}\n {%- set tool_call = message.tool_calls[0].function %}\n {%- if builtin_tools is defined and tool_call.name in builtin_tools %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n {{- \"<|python_tag|>\" + tool_call.name + \".call(\" }}\n {%- for arg_name, arg_val in tool_call.arguments | items %}\n {{- arg_name + '=\"' + arg_val + '\"' }}\n {%- if not loop.last %}\n {{- \", \" }}\n {%- endif %}\n {%- endfor %}\n {{- \")\" }}\n {%- else %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n {{- '{\"name\": \"' + tool_call.name + '\", ' }}\n {{- '\"parameters\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- \"}\" }}\n {%- endif %}\n {%- if builtin_tools is defined %}\n {#- This means we're in ipython mode #}\n {{- \"<|eom_id|>\" }}\n {%- else %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n {%- elif message.role == \"tool\" or message.role == \"ipython\" %}\n {{- \"<|start_header_id|>ipython<|end_header_id|>\\n\\n\" }}\n {%- if message.content is mapping or message.content is iterable %}\n {{- message.content | tojson }}\n {%- else %}\n {{- message.content }}\n {%- endif %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' }}\n{%- endif %}\n", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|finetune_right_pad_id|>", + "padding_side": "left", + "tokenizer_class": "PreTrainedTokenizerFast", + "unk_token": null +}