初始化项目，由ModelHub XC社区提供模型

Model: huggingtweets/gladosystem Source: Original Platform
2026-05-19 20:19:11 +08:00
commit a41846707a
11 changed files with 150492 additions and 0 deletions
--- a/README.md
+++ b/README.md
@@ -0,0 +1,85 @@
+---
+language: en
+thumbnail: http://www.huggingtweets.com/gladosystem/1675702153306/predictions.png
+tags:
+- huggingtweets
+widget:
+- text: "My dream is"
+---
+
+<div class="inline-flex flex-col" style="line-height: 1.5;">
+    <div class="flex">
+        <div
+			style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url(&#39;https://pbs.twimg.com/profile_images/1798039631/glados_by_upsidedownbattleship-d3fglhs_400x400.jpg&#39;)">
+        </div>
+        <div
+            style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url(&#39;&#39;)">
+        </div>
+        <div
+            style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url(&#39;&#39;)">
+        </div>
+    </div>
+    <div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">🤖 AI BOT 🤖</div>
+    <div style="text-align: center; font-size: 16px; font-weight: 800">GLaDOS</div>
+    <div style="text-align: center; font-size: 14px;">@gladosystem</div>
+</div>
+
+I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
+
+Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
+
+## How does it work?
+
+The model uses the following pipeline.
+
+![pipeline](https://github.com/borisdayma/huggingtweets/blob/master/img/pipeline.png?raw=true)
+
+To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
+
+## Training data
+
+The model was trained on tweets from GLaDOS.
+
+| Data | GLaDOS |
+| --- | --- |
+| Tweets downloaded | 3250 |
+| Retweets | 0 |
+| Short tweets | 103 |
+| Tweets kept | 3147 |
+
+[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/hg8zi8b5/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
+
+## Training procedure
+
+The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @gladosystem's tweets.
+
+Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/ouo7spgq) for full transparency and reproducibility.
+
+At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/ouo7spgq/artifacts) is logged and versioned.
+
+## How to use
+
+You can use this model directly with a pipeline for text generation:
+
+```python
+from transformers import pipeline
+generator = pipeline('text-generation',
+                     model='huggingtweets/gladosystem')
+generator("My dream is", num_return_sequences=5)
+```
+
+## Limitations and bias
+
+The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
+
+In addition, the data present in the user's tweets further affects the text generated by the model.
+
+## About
+
+*Built by Boris Dayma*
+
+[![Follow](https://img.shields.io/twitter/follow/borisdayma?style=social)](https://twitter.com/intent/follow?screen_name=borisdayma)
+
+For more details, visit the project repository.
+
+[![GitHub stars](https://img.shields.io/github/stars/borisdayma/huggingtweets?style=social)](https://github.com/borisdayma/huggingtweets)