Updates to README with option changes

README.md

@@ -42,18 +42,23 @@ ARGS=(
     --beam-size 1 --skip-cost --shortlist $MODEL_DIR/lex.s2t.gz 50 50 --int8shiftAlphaAll 
 
     # Number of CPU threads (workers to launch). Parallelizes over cores and improves speed.
+    # A value of 0 allows a path with no worker thread-launches and a single-thread.
     --cpu-threads 4
 
-    # Hyperparameters of how many tokens to be accounted for in a batch and maximum tokens in a sentence.
-    --max-input-sentence-tokens 1024 --max-input-tokens 1024 
+    # Maximum size of a sentence allowed. If a sentence is above this length,
+    # it's broken into pieces of less than or equal to this size.
+    --max-length-break 1024  
+
+    # Maximum number of tokens that can be fit in a batch. The optimal value 
+    # for the parameter is dependant on hardware and can be obtained by running
+    # with variations and benchmarking.
+    --mini-batch-words 1024 
 
     # Three modes are supported
     #   - sentence: One sentence per line
     #   - paragraph: One paragraph per line.
-    #   - wrapped text: Paragraphs are separated by empty line.
-
+    #   - wrapped_text: Paragraphs are separated by empty line.
     --ssplit-mode paragraph 
-
 )
 
 ./app/service-cli "${ARGS[@]}" < path-to-input-file