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πŸ¦₯ Unsloth: Will patch your computer to enable 2x faster free finetuning.
πŸ¦₯ Unsloth Zoo will now patch everything to make training faster!
MODEL USE: unsloth/gemma-3-12b-it_task1_1_epochs_test_neutral_partialTraits
==((====))== Unsloth 2025.3.19: Fast Gemma3 patching. Transformers: 4.50.0.
\\ /| NVIDIA RTX A5000. Num GPUs = 1. Max memory: 23.547 GB. Platform: Linux.
O^O/ \_/ \ Torch: 2.6.0+cu124. CUDA: 8.6. CUDA Toolkit: 12.4. Triton: 3.2.0
\ / Bfloat16 = TRUE. FA [Xformers = 0.0.29.post3. FA2 = False]
"-____-" Free license: http://github.com/unslothai/unsloth
Unsloth: Fast downloading is enabled - ignore downloading bars which are red colored!
Loading checkpoint shards: 0%| | 0/3 [00:00<?, ?it/s] Loading checkpoint shards: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 1/3 [00:07<00:15, 7.54s/it] Loading checkpoint shards: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 2/3 [00:15<00:07, 7.50s/it] Loading checkpoint shards: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 3/3 [00:19<00:00, 6.32s/it] Loading checkpoint shards: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 3/3 [00:19<00:00, 6.64s/it]
Using a slow image processor as `use_fast` is unset and a slow processor was saved with this model. `use_fast=True` will be the default behavior in v4.50, even if the model was saved with a slow processor. This will result in minor differences in outputs. You'll still be able to use a slow processor with `use_fast=False`.
/fs/nexus-projects/health_sim_ai/venvs/llm/lib/python3.12/site-packages/gradio/blocks.py:1069: UserWarning: Cannot load gradio/dark. Caught Exception: The space gradio/dark does not exist
warnings.warn(f"Cannot load {theme}. Caught Exception: {str(e)}")
/fs/nexus-projects/health_sim_ai/src_hf_deploy/app.py:1010: UserWarning: You have not specified a value for the `type` parameter. Defaulting to the 'tuples' format for chatbot messages, but this is deprecated and will be removed in a future version of Gradio. Please set type='messages' instead, which uses openai-style dictionaries with 'role' and 'content' keys.
chatbot=gr.Chatbot(height=500), # height=330
/fs/nexus-projects/health_sim_ai/venvs/llm/lib/python3.12/site-packages/gradio/chat_interface.py:323: UserWarning: The type of the gr.Chatbot does not match the type of the gr.ChatInterface.The type of the gr.ChatInterface, 'messages', will be used.
warnings.warn(
* Running on local URL: http://127.0.0.1:7860
* Running on public URL: https://8a035fb4eb42d29651.gradio.live
This share link expires in 1 week. For free permanent hosting and GPU upgrades, run `gradio deploy` from the terminal in the working directory to deploy to Hugging Face Spaces (https://huggingface.co/spaces)
Chronic Obstructive Pulmonary Disease (COPD)
Style: Write in a informal, pragmatic tone, focusing on clarity and utility.
Lexical: Feel free to vary sentence structures slightly.
Opening: Through the message
Generic opening: My initial take on
Chronic Obstructive Pulmonary Disease (COPD)
Style: Write in a slightly narrative, flowing tone.
Lexical: Use a light mix of paraphrasing expressions.
Opening: Through the message
Generic opening: On top of my head
The message makes me more concerned about the health risks of COPD and smoking - Scale: 1 (not at all) - 9 (extremely). Your answer: 8
The message motivates me to not smoke. - Scale: 1 (not at all) - 9 (extremely). Your answer: 8
In your opinion, how harmful is smoking to your general health? - Scale: 0 (not at all)-6 (extremely harmful). Your answer: 6
Nutrition
Style: Write in a slightly narrative, flowing tone.
Lexical: Use a mix of simple and slightly complex sentences.
Opening: Reflecting on the message here
Generic opening: Just speaking for myself,
The message makes me more concerned about the health risks of poor eating habits - Scale: 1 (not at all) - 9 (extremely). Your answer: 8
The message motivates me to make healthy eating choices - Scale: 1 (not at all) - 9 (extremely). Your answer: 8
In your opinion, how harmful is neglecting proper nutrition and weight management to your overall health? - Scale: 0 (not at all)-6 (extremely harmful). Your answer: 6
Traits Demographics:
Gender: Female
Age: 25–34
Current Profession: Student
Race/Ethnicity: White/Caucasian
Religious/Cultural Group: [Not specified]
Political Affiliation: [Not specified]
Highest Education: [Not specified]
Annual Household Income: $75,000–$99,999
Family Status: [Not specified]
Emulated response: Reflecting on the message here, I'm now very concerned about the health consequences of poor eating. The message really motivates me to make healthy choices - I feel more determined than ever to prioritize my nutrition and maintain a healthy weight. It's made me realize the importance of mindful eating and making informed food choices.
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