matheusrdgsf
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Upload model
Browse files- README.md +1 -79
- adapter_config.json +1 -1
- adapter_model.bin +1 -1
README.md
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---
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library_name: peft
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base_model: TheBloke/zephyr-7B-beta-GPTQ
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revision: gptq-8bit-32g-actorder_True
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license: mit
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language:
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- pt
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tags:
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- gptq
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- ptbr
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---
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## Training procedure
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- max_input_length: None
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### Framework versions
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# Load model
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```python
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from transformers import AutoModelForCausalLM, GPTQConfig
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from peft import PeftModel
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bits=8,
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disable_exllama=True,
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)
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_model = AutoModelForCausalLM.from_pretrained(
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'TheBloke/zephyr-7B-beta-GPTQ',
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quantization_config=bnb_config,
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device_map='auto',
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revision='gptq-8bit-32g-actorder_True',
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)
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model = PeftModel.from_pretrained(_model, 'matheusrdgsf/cesar-ptbr')
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```
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# Easy inference
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```python
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from transformers import GenerationConfig
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from transformers import AutoTokenizer
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tokenizer_model = AutoTokenizer.from_pretrained('TheBloke/zephyr-7B-beta-GPTQ')
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tokenizer_template = AutoTokenizer.from_pretrained('HuggingFaceH4/zephyr-7b-alpha')
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generation_config = GenerationConfig(
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do_sample=True,
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temperature=0.1,
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top_p=0.25,
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top_k=0,
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max_new_tokens=512,
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repetition_penalty=1.1,
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eos_token_id=tokenizer_model.eos_token_id,
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pad_token_id=tokenizer_model.eos_token_id,
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)
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def get_inference(
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text,
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model,
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tokenizer_model=tokenizer_model,
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tokenizer_template=tokenizer_template,
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generation_config=generation_config,
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):
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st_time = time.time()
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inputs = tokenizer_model(
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tokenizer_template.apply_chat_template(
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[
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{
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"role": "system",
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"content": "Você é um chatbot para indicação de filmes. Responda de maneira educada sugestões de filmes para os usuários.",
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},
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{"role": "user", "content": text},
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],
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tokenize=False,
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),
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return_tensors="pt",
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).to("cuda")
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outputs = model.generate(**inputs, generation_config=generation_config)
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print('inference time:', time.time() - st_time)
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return tokenizer_model.decode(outputs[0], skip_special_tokens=True).split('\n')[-1]
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get_inference('Poderia indicar filmes de ação de até 2 horas?', model)
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```
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- PEFT 0.5.0
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---
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library_name: peft
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---
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## Training procedure
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- max_input_length: None
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### Framework versions
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- PEFT 0.5.0
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adapter_config.json
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{
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"auto_mapping": null,
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"base_model_name_or_path": "TheBloke/zephyr-7B-beta-GPTQ",
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"revision": "gptq-8bit-32g-actorder_True",
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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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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 16,
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"target_modules": [
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"q_proj",
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"v_proj"
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{
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"auto_mapping": null,
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"base_model_name_or_path": "TheBloke/zephyr-7B-beta-GPTQ",
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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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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 16,
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"revision": null,
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"target_modules": [
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"q_proj",
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"v_proj"
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adapter_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 27308941
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version https://git-lfs.github.com/spec/v1
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oid sha256:7435d98205bd733689ce9bf2192cc23b005f25ac6404b21b055022513d4092b5
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size 27308941
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