Create README.md

README.md

@@ -0,0 +1,78 @@
+---
+language:
+- pt
+license: apache-2.0
+library_name: transformers
+tags:
+- portugues
+- portuguese
+- QA
+- instruct
+base_model: meta-llama/Meta-Llama-3-8B-Instruct
+datasets:
+- rhaymison/superset
+pipeline_tag: text-generation
+
+---
+
+# Llama 3 portuguese Tom cat 8b instruct GGUF
+
+<p align="center">
+  <img src="https://raw.githubusercontent.com/rhaymisonbetini/huggphotos/main/tom-cat-8b.webp"  width="50%" style="margin-left:'auto' margin-right:'auto' display:'block'"/>
+</p>
+
+
+This model was trained with a superset of 300,000 chat in Portuguese. 
+The model comes to help fill the gap in models in Portuguese. Tuned from the  Tom cat 8b instruct , the model was adjusted mainly for chat.
+
+```python
+!git lfs install
+!pip install langchain
+!pip install langchain-community langchain-core
+!pip install llama-cpp-python
+
+!git clone https://huggingface.co/rhaymison/Llama-3-portuguese-Tom-cat-8b-instruct-q8-gguf/
+
+def llamacpp():
+    from langchain.llms import LlamaCpp
+    from langchain.prompts import PromptTemplate
+    from langchain.chains import LLMChain
+    
+    llm = LlamaCpp(
+        model_path="/content/Llama-3-portuguese-Tom-cat-8b-instruct-q8-gguf",
+        n_gpu_layers=40,
+        n_batch=512,
+        verbose=True,
+    )
+
+    
+    template = f"""<|begin_of_text|><|start_header_id|>system<|end_header_id|>
+    Abaixo está uma instrução que descreve uma tarefa, juntamente com uma entrada que fornece mais contexto. Escreva uma resposta que complete adequadamente o pedido.<|eot_id|><|start_header_id|>user<|end_header_id|>
+    { question }<|eot_id|><|start_header_id|>assistant<|end_header_id|>"""
+
+
+    prompt = PromptTemplate(template=template, input_variables=["question"])
+    
+    llm_chain = LLMChain(prompt=prompt, llm=llm)
+    
+    question = "instrução: aja como um professor de matemática e me explique porque 2 + 2 = 4?"
+    response = llm_chain.run({"question": question})
+    print(response)
+
+```
+
+
+### Comments
+
+Any idea, help or report will always be welcome.
+
+email: [email protected]
+
+ <div style="display:flex; flex-direction:row; justify-content:left">
+    <a href="https://www.linkedin.com/in/rhaymison-cristian-betini-2b3016175/" target="_blank">
+    <img src="https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white">
+  </a>
+  <a href="https://github.com/rhaymisonbetini" target="_blank">
+    <img src="https://img.shields.io/badge/GitHub-100000?style=for-the-badge&logo=github&logoColor=white">
+  </a>
+ </div>