Upload test.txt with huggingface_hub
Browse files
test.txt
ADDED
|
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# OncoAgent - Pinned Dependencies for Reproducibility
|
| 2 |
+
# Hardware: AMD Instinct MI300X | ROCm 7.2.x
|
| 3 |
+
# ================================================
|
| 4 |
+
|
| 5 |
+
# === Core ML Framework ===
|
| 6 |
+
torch>=2.3.0 # ROCm maps device="cuda" to HIP internally
|
| 7 |
+
transformers>=4.42.0 # Llama 3.1 support
|
| 8 |
+
accelerate>=0.31.0 # Distributed training utilities
|
| 9 |
+
|
| 10 |
+
# === Fine-Tuning (QLoRA) ===
|
| 11 |
+
peft>=0.11.0 # LoRA/QLoRA adapters
|
| 12 |
+
bitsandbytes>=0.43.0 # 4-bit quantization (ROCm-compatible build required)
|
| 13 |
+
datasets>=2.20.0 # HuggingFace datasets loading
|
| 14 |
+
trl>=0.9.0 # SFT Trainer
|
| 15 |
+
|
| 16 |
+
# === RAG Engine ===
|
| 17 |
+
PyMuPDF>=1.24.0 # PDF extraction (fitz)
|
| 18 |
+
pymupdf4llm>=0.0.17 # SOTA: PDF to Markdown with table support
|
| 19 |
+
chromadb>=0.5.0 # Local vector database
|
| 20 |
+
sentence-transformers>=3.0.0 # BioBERT embeddings + CrossEncoder re-ranking
|
| 21 |
+
networkx>=3.0 # SOTA: Knowledge Graph / GraphRAG
|
| 22 |
+
requests>=2.31.0 # SOTA: API connectivity (CIViC/ClinicalTrials)
|
| 23 |
+
|
| 24 |
+
# === Agent Orchestration ===
|
| 25 |
+
langgraph>=0.1.0 # Multi-agent state graph — Rule #17
|
| 26 |
+
langchain-core>=0.2.0 # Base abstractions for agents
|
| 27 |
+
|
| 28 |
+
# === Inference Engine ===
|
| 29 |
+
vllm>=0.5.0 # PagedAttention serving — Rule #6
|
| 30 |
+
|
| 31 |
+
# === UI ===
|
| 32 |
+
gradio>=4.36.0 # Frontend interface — Rule #29
|
| 33 |
+
|
| 34 |
+
# === Utilities ===
|
| 35 |
+
python-dotenv>=1.0.0 # .env secret management — Rule #24
|
| 36 |
+
huggingface-hub>=0.23.0 # Model/dataset downloads
|
| 37 |
+
openai>=1.30.0 # Featherless.ai API (OpenAI-compatible)
|
| 38 |
+
|
| 39 |
+
# === Testing & Dev ===
|
| 40 |
+
pytest>=8.0.0 # Test framework
|
| 41 |
+
reportlab>=4.0.0 # Synthetic PDF generation for testing
|