---
library_name: transformers
license: apache-2.0
---

# Model Card for Model ID

Just only a text gen model type, I'm just test train my dataset and...it's work, very nice, try it.

## Model Details
- [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1fhVByew053W8SdbacFryIx3luhFkEa1M?usp=sharing)

### Model Description

<!-- Provide a longer summary of what this model is. -->

This is the model card of a 🤗 transformers model that has been pushed on the Hub. 

- **Developed by:** **HuyRemy**
- **Funded by :** **HuyRemy**
- **Shared by :** **HuyRemy**
- **Model type:** **Megatron Mistral** 
- **License:** huynq@isi.com.vn


### Model Demo:

- **Demo :** https://ai.matilda.vn

## Uses

**USE T4 GPU**
```Python
!pip install "unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git"
!pip install --no-deps xformers trl peft accelerate bitsandbytes
```
### Direct Use
``` Python
from unsloth import FastLanguageModel
import torch
max_seq_length = 2048
dtype = None 
load_in_4bit = True 
alpaca_prompt = """
### Instruction:
{}

### Input:
{}

### Response:
{}"""


def formatting_prompts_func(examples):
    instructions = examples["instruction"]
    inputs       = examples["input"]
    outputs      = examples["output"]
    texts = []
    for instruction, input, output in zip(instructions, inputs, outputs):
        text = alpaca_prompt.format(instruction, input, output) + EOS_TOKEN
        texts.append(text)
    return { "text" : texts, }
pass

model, tokenizer = FastLanguageModel.from_pretrained(
    model_name = "huyremy/aichat", 
    max_seq_length = max_seq_length,
    dtype = dtype,
    load_in_4bit = load_in_4bit,
)
FastLanguageModel.for_inference(model) 

EOS_TOKEN = tokenizer.eos_token 

inputs = tokenizer(
[
    alpaca_prompt.format(
        "who is Nguyễn Phú Trọng?", 
        "", 
        "", 
    ),
], return_tensors = "pt").to("cuda")

outputs = model.generate(**inputs, max_new_tokens = 64, use_cache = True)
tokenizer.batch_decode(outputs)
```

## Model Card Contact

huynq@isi.com.vn