Update README.md

README.md

@@ -67,7 +67,7 @@ This dataset is generated by:
 5. Concatenating short- and long-context components into the final dataset
 
 ### Tokenizer
-- Tokenizer name/path: `meta-llama/Meta-Llama-3-8B` (default; configurable in preprocessing)
+- Tokenizer name/path: `meta-llama/Meta-Llama-3-8B`
 - Each text is encoded with explicit BOS/EOS:
   - `BOS + text + EOS`
 - Length statistics and buckets are **tokenizer-dependent**
@@ -101,26 +101,6 @@ Packing concatenates tokenized samples sequentially until reaching `max_seq_len`
 
 ---
 
-## Intended Use
-
-This dataset is intended for:
-- **Post-training context window extension** (e.g., extending an 8K/16K model to 128K)
-- Continued training after applying positional / RoPE scaling techniques
-- Long-context training ablations and evaluation
-
-This dataset is **not intended** to be a standalone base pretraining corpus.
-
----
-
-## Limitations
-
-- Packing alters natural document boundaries
-- Tokenization, length distribution, and behavior depend on tokenizer choice/version
-- This artifact provides tokenized sequences, not raw text
-- Upstream corpora have their own limitations and licenses/terms
-
----
-
 ## Citation
 
 If you use this dataset, please cite: