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Name		Name	Last commit message	Last commit date
Latest commit History 102 Commits
papers		papers
Bokeh Examples		Bokeh Examples
Combine conversation and summarization pipelines		Combine conversation and summarization pipelines
Data extraction for specific tasks on mimiciv		Data extraction for specific tasks on mimiciv
Evaluate model smollm-360M-instruct-v0.2-Q8_0-GGU		Evaluate model smollm-360M-instruct-v0.2-Q8_0-GGU
Evaluate-LLM-with-llama_cpp.ipynb		Evaluate-LLM-with-llama_cpp.ipynb
Evaluating Meta-Llama-3.1-8B-Instruct		Evaluating Meta-Llama-3.1-8B-Instruct
Evaluating OLMoE		Evaluating OLMoE
Evaluating language models sample		Evaluating language models sample
Exercise: Explore Your Data		Exercise: Explore Your Data
Exercise: Introduction		Exercise: Introduction
Exercise: Machine Learning Competitions		Exercise: Machine Learning Competitions
Exercise: Missing Values		Exercise: Missing Values
Exercise: Model Validation		Exercise: Model Validation
Exercise: Random Forests		Exercise: Random Forests
Exercise: Your First Machine Learning Model		Exercise: Your First Machine Learning Model
Fine-tune Llama3 with ORPO		Fine-tune Llama3 with ORPO
Fine-tuning Mistral-7b with DPO		Fine-tuning Mistral-7b with DPO
GGUF Quantization with Imatrix and K-Quantization		GGUF Quantization with Imatrix and K-Quantization
In document search cross-encoder		In document search cross-encoder
Load all data into CSV files with polar		Load all data into CSV files with polar
Mimic interp-net data preprocessing		Mimic interp-net data preprocessing
Python data Visualization examples		Python data Visualization examples
README.md		README.md
Small Language Model is What We Need		Small Language Model is What We Need
Titanic prediction step by step		Titanic prediction step by step
Use Transformer to perform Cross encoder		Use Transformer to perform Cross encoder
create-dataset-for-calculation-fine-tune.ipynb		create-dataset-for-calculation-fine-tune.ipynb
create-dataset-for-calculation-orpo		create-dataset-for-calculation-orpo
create-dataset-for-user-crud.ipynb		create-dataset-for-user-crud.ipynb
download_mimic_iii_data_extraction_dataset.ipynb		download_mimic_iii_data_extraction_dataset.ipynb
evaluating-all-minilm-l6-v2-with-llama-cpp.ipynb		evaluating-all-minilm-l6-v2-with-llama-cpp.ipynb
evaluating-smollm-135m-instruct-with-llama.ipynb		evaluating-smollm-135m-instruct-with-llama.ipynb
exercise-underfitting-and-overfitting.ipynb		exercise-underfitting-and-overfitting.ipynb
fine-tuning-llama-3-with-medical-dataset.ipynb		fine-tuning-llama-3-with-medical-dataset.ipynb
fine-tuning-llama-3-with-simple-calculation.ipynb		fine-tuning-llama-3-with-simple-calculation.ipynb
fine-tuning-smollm-135m-with-db-operate.ipynb		fine-tuning-smollm-135m-with-db-operate.ipynb
fine-tuning-smollm-135m-with-simple-calculation.ipynb		fine-tuning-smollm-135m-with-simple-calculation.ipynb
ft-llama-3with-simple-calculation.ipynb		ft-llama-3with-simple-calculation.ipynb
ft-smollm-135m-instruct-with-simple-calculation.ipynb		ft-smollm-135m-instruct-with-simple-calculation.ipynb
generate-database-operation-dataset.ipynb		generate-database-operation-dataset.ipynb
gguf-quantization-with-imatrix-and-k-quantization.ipynb		gguf-quantization-with-imatrix-and-k-quantization.ipynb
llama-cpp-binary-compiled-with-gpu.ipynb		llama-cpp-binary-compiled-with-gpu.ipynb
llama-cpp-python-binding-examples.ipynb		llama-cpp-python-binding-examples.ipynb
mimic-iii-benchmarks-data.ipynb		mimic-iii-benchmarks-data.ipynb
t-smollm-135m-instruct-on-hf-ultrafeedback.ipynb		t-smollm-135m-instruct-on-hf-ultrafeedback.ipynb

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