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TADBot

Text Generation
Transformers
Safetensors
English
therapy
chat-bot
Inference Endpoints
Model card Files Community
1
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updated readme and required libs

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Files changed (6) hide show
  1. README.md +35 -0
  2. cuda_test.py +7 -0
  3. hello.py +0 -6
  4. pyproject.toml +21 -2
  5. requirements.txt +0 -131
  6. uv.lock +616 -0
README.md CHANGED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # TADBot
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+
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+ ## Overview
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+
5
+ TADBot is small language model that is trained on the <input_data_set_name> dataset. It is a fine-tuned version of the Gemma 2 2B, which is a small language model with 2 billion parameters. TADBot is designed to assist people deal with mental problems and offer them advice based on the context of the conversation. It is not intended to replace professional mental health care, but rather to provide a supportive and empathetic resource for those who may be struggling with mental health issues. TADBot is still in development and is not yet available for public use.
6
+
7
+ ## Technology used
8
+
9
+ - Gemma 2 2B: A small language model with 2 billion parameters that TADBot is fine-tuned on.
10
+ - <input_data_set_name>: The dataset used to train TADBot on mental health and advice-giving tasks.
11
+ - Hugging Face Transformers: A library used to fine-tune the Gemma 2 2B model on the <input_data_set_name> dataset.
12
+ - PyTorch: A library used for training and fine-tuning the language model.
13
+ - Flask: A library used to create a server for TADBot.
14
+ - Raspberry Pi: A small, low-cost computer used to host Test to Speech and Speech To Text models and TADBot server.
15
+ - FER: A deep learning model used to detect emotions from faces in real-time using a webcam.
16
+
17
+ # Features
18
+
19
+ # How It Works
20
+
21
+ ## Model
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+
23
+ # Implementation
24
+
25
+ ## Deployment Instructions
26
+
27
+ To deploy TADBot locally, you will need to follow these steps:
28
+
29
+ - create a virtual environment(preferrablly python 3.11.10) with pip-tools or uv installed and install the required dependencies
30
+
31
+ ```
32
+ pip sync requirements.txt #if u are using pip-tools
33
+ pip install -r requirements.txt #if u are using pip
34
+ uv sync #if u are using uv
35
+ ```
cuda_test.py ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ def main():
2
+ import torch
3
+ print(torch.cuda.is_available())
4
+ print(torch.cuda.get_device_name())
5
+
6
+ if __name__ == '__main__':
7
+ main()
hello.py DELETED
@@ -1,6 +0,0 @@
1
- def main():
2
- print("Hello from tadbot!")
3
-
4
-
5
- if __name__ == "__main__":
6
- main()
 
 
 
 
 
 
 
pyproject.toml CHANGED
@@ -1,9 +1,28 @@
1
  [project]
2
  name = "tadbot"
3
  version = "0.1.0"
4
- description = "Therapy Anti-Depression Bot"
5
  readme = "README.md"
6
  requires-python = ">=3.11"
7
  dependencies = [
8
- "huggingface-hub",
 
 
 
9
  ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  [project]
2
  name = "tadbot"
3
  version = "0.1.0"
4
+ description = "Add your description here"
5
  readme = "README.md"
6
  requires-python = ">=3.11"
7
  dependencies = [
8
+ "huggingface-hub>=0.26.2",
9
+ "torch==2.5.1+cu124",
10
+ "torchaudio==2.5.1+cu124",
11
+ "torchvision==0.20.1+cu124",
12
  ]
13
+
14
+ [tool.uv.sources]
15
+ torch = {index = "pytorch"}
16
+ torchaudio = {index = "pytorch"}
17
+ torchvision = {index = "pytorch"}
18
+ cudf-cu12 = {index = "pandas_cuda"}
19
+
20
+ [[tool.uv.index]]
21
+ name = "pytorch"
22
+ url = "https://download.pytorch.org/whl/cu124"
23
+ explicit = true
24
+
25
+ [[tool.uv.index]]
26
+ name = "pandas_cuda"
27
+ url = "https://pypi.nvidia.com"
28
+ explicit = true
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@@ -1,131 +0,0 @@
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- tornado @ file:///Users/runner/miniforge3/conda-bld/tornado_1695373481350/work
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- urllib3 @ file:///home/conda/feedstock_root/build_artifacts/urllib3_1697720414277/work
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- user-agents==2.2.0
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- webencodings==0.5.1
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- xmljson==0.2.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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