add samples

README.md

@@ -4,7 +4,7 @@ Code and samples from the paper "Language Models are Unsupervised Multitask Lear
 
 ## Installation
 
-Download the model data:
+Download the (small, 117M parameter) model data:
 ```
 gsutil rsync -r gs://gpt-2/models/ models/
 ```
@@ -27,3 +27,11 @@ There are various flags for controlling the samples:
 ```
 python3 src/main.py --top_k 40 --temperature 0.7 | tee samples
 ```
+
+While we have not yet released GPT-2 itself, you can see some unconditional samples (with default settings of temperature 1 and no truncation) in `gpt2-samples.txt`.
+
+## Future work
+
+We may release code for evaluating the models on various benchmarks.
+
+We are still considering release of the larger models.