add README.md #4
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tscholak
commented
Oct 16, 2024
•
tscholak
commented
- add README.md
- add/update examples:
- Slurm
- Kubernetes
- add docker build and push workflow
| vocab_size: 32000 | ||
| tie_word_embeddings: false | ||
| multi_stage: | ||
| zero_stage: 3 |
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Stage 2 should be enough
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I have only benchmarked with stage 3 so far. I'd like to keep it that way, since this is also our internal benchmark.
| - 📝 Simple YAML configuration for hassle-free setup. | ||
| - 💻 Command-line interface for easy launches. | ||
| - 📊 Detailed logging and real-time monitoring features. | ||
| - 📚 Extensive documentation and practical tutorials. |
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Aspirationally, yes
| 3. 🎨 **Fast-LLM is Incredibly Flexible**: | ||
| - 🤖 Compatible with all common language model architectures in a unified class. | ||
| - ⚡ Efficient dropless Mixture-of-Experts (MoE) support. | ||
| - 🧩 Customizable for language model architectures, data loaders, loss functions, and optimizers. |
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The custom model template qualifies, doesn't it?
tscholak
commented
Oct 19, 2024
| - name: Install dependencies | ||
| run: | | ||
| pip install -e . | ||
| pip install "torch>=2.2.2" "numpy>=1.24.4,<2.0.0" "safetensors>=0.4.4" "transformers>=4.44.2" "pytest>=8.3.2" "pytest-depends>=1.0.1" |
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@jlamypoirier, would be better if there was a a target for this in setup.cfg, wdyt?
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