simplify quickstart

README.md

@@ -28,9 +28,7 @@ license: apache-2.0
 
 ### Quickstart
 
-**Requirements (verified):** `transformers >= 5.0`, `torch >= 2.4`, and — for vLLM serving — `vllm >= 0.19`. TelecomGPT-R1's tokenizer relies on the `TokenizersBackend` class introduced in `transformers 5.x`, so older 4.x releases fail at tokenizer load. The end-to-end stack we verified is `transformers 5.3.0.dev0` + `torch 2.10.0+cu128` + `vllm 0.19.1`.
-
-**First-call download.** The first `from_pretrained("KU-DFI/TelecomGPT-R1")` pulls about 51 GB into `~/.cache/huggingface/`; expect ~15 minutes on a 50 MB/s connection and at least 60 GB of free disk on the cache filesystem.
+**Requirements (verified):** `transformers >= 5.0`, `torch >= 2.4`, and — for vLLM serving — `vllm >= 0.19`. The end-to-end stack we verified is `transformers 5.3.0.dev0` + `torch 2.10.0+cu128` + `vllm 0.19.1`.
 
 Here is a code snippet demonstrating how to load TelecomGPT-R1 with `transformers` and generate a telecom-grounded response: