Create README.md

README.md

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+---
+library_name: transformers
+tags:
+- prime-rl
+- verifiers
+- prime-intellect
+license: mit
+language:
+- en
+base_model:
+- zai-org/GLM-4.5-Air-Base
+pipeline_tag: text-generation
+---
+
+# INTELLECT-3
+
+**INTELLECT-3** is a 100B+ parameter Mixture-of-Experts reasoning model post-trained from [GLM-4.5-Air-Base](https://huggingface.co/zai-org/GLM-4.5-Air-Base) using supervised fine-tuning (SFT) followed by large-scale reinforcement learning (RL).
+
+Training was performed with [prime-rl](https://github.com/PrimeIntellect-ai/prime-rl) using environments built with the [verifiers](https://github.com/PrimeIntellect-ai/verifiers) library. All training and evaluation environments are available on the [Environments Hub](https://app.primeintellect.ai/dashboard/environments).
+
+The model, training frameworks, and environments are open-sourced under fully-permissive licenses (MIT and Apache 2.0).
+
+For more details, see the [technical report](PAPER_LINK_PLACEHOLDER).
+
+## Evaluation
+
+INTELLECT-3 achieves best-in-class performance on math, coding, and reasoning benchmarks:
+
+| Benchmark | Score |
+|-----------|-------|
+| AIME 2025 | 88.0 |
+| LiveCodeBench v6 | 69.3 |
+| GPQA Diamond | 74.4 |
+| HLE | 14.6 |
+
+## Model Variants
+
+| Model | HuggingFace |
+|-------|-------------|
+| INTELLECT-3 | [PrimeIntellect/INTELLECT-3](https://huggingface.co/PrimeIntellect/INTELLECT-3) |
+| INTELLECT-3-FP8 | [PrimeIntellect/INTELLECT-3-FP8](https://huggingface.co/PrimeIntellect/INTELLECT-3-FP8) |
+
+## Serving with vLLM
+
+The BF16 version can be served on 2x H200s:
+```bash
+vllm serve PrimeIntellect/INTELLECT-3 \
+    --tensor-parallel-size 2 \
+    --tool-call-parser qwen3_coder \
+    --reasoning-parser deepseek_r1
+```
+
+The FP8 version can be served on a single H200:
+
+```bash
+vllm serve PrimeIntellect/INTELLECT-3-FP8 \
+    --tool-call-parser qwen3_coder \
+    --reasoning-parser deepseek_r1
+```
+
+## Citation
+
+```bibtex
+@misc{intellect3,
+  title={INTELLECT-3: Technical Report},
+  author={Prime Intellect Team},
+  year={2025},
+  url={https://huggingface.co/PrimeIntellect/INTELLECT-3}
+}
+```