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Model: cahaj/Phi-3.5-mini-instruct-text2sql-GGUF Source: Original Platform
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FROM Phi-3.5-mini-instruct-text2sql/unsloth.F16.gguf
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TEMPLATE """{{ if .System }}<|system|>
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{{ .System }}<|end|>
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{{ end }}{{ if .Prompt }}<|user|>
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{{ .Prompt }}<|end|>
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{{ end }}<|assistant|>
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{{ .Response }}<|end|>"""
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README.md
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README.md
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---
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base_model: microsoft/Phi-3.5-mini-instruct
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language:
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- en
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license: apache-2.0
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tags:
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- text-generation-inference
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- transformers
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- unsloth
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- llama
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- trl
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- ollama
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- text2sql
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datasets:
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- Clinton/Text-to-sql-v1
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---
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# Phi3.5 text2sql
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- **Developed by:** cahaj
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- **License:** apache-2.0
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- **Finetuned from model:** microsoft/Phi-3.5-mini-instruct
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- **Dataset:** Clinton/Text-to-sql-v1
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- **LoRa:** 64/64
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## Training template
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```py
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prompt = """<|system|>
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You are a SQL database query generator. User provides you with sql tables schemas paired with instruction that describes a task. Using valid SQLite, write a response that appropriately completes the request for the provided tables.<|end|>
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<|user|>
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{}
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SQL table schema: {}<|end|>
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<|assistant|>
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{}<|end|>"""
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```
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34
adapter_config.json
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "unsloth/Phi-3.5-mini-instruct",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"target_modules": [
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"up_proj",
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"q_proj",
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"gate_proj",
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"o_proj",
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"down_proj",
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"v_proj",
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"k_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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adapter_model.safetensors
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added_tokens.json
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added_tokens.json
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{
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config.json
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config.json
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{
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special_tokens_map.json
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special_tokens_map.json
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{
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93463
tokenizer.json
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93463
tokenizer.json
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tokenizer.model
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tokenizer.model
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tokenizer_config.json
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tokenizer_config.json
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"bos_token": "<s>",
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"chat_template": "{% for message in messages %}{% if message['role'] == 'system' and message['content'] %}{{'<|system|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'user' %}{{'<|user|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'assistant' %}{{'<|assistant|>\n' + message['content'] + '<|end|>\n'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>\n' }}{% else %}{{ eos_token }}{% endif %}",
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"clean_up_tokenization_spaces": false,
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"padding_side": "right",
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"tokenizer_class": "LlamaTokenizer",
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"unk_token": "<unk>",
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"use_default_system_prompt": false
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}
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3
unsloth.F16.gguf
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unsloth.F16.gguf
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unsloth.Q5_K_M.gguf
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unsloth.Q5_K_M.gguf
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version https://git-lfs.github.com/spec/v1
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3
unsloth.Q8_0.gguf
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unsloth.Q8_0.gguf
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version https://git-lfs.github.com/spec/v1
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