This commit is contained in:
Sieds Lykles
2025-06-07 11:32:03 -04:00
committed by GitHub
parent cb61774ab6
commit 2f605eadf7
+5 -2
View File
@@ -85,7 +85,10 @@ class Transformer:
seqlen = tokens.shape[1]
tok_emb = self.wte(tokens)
pos_emb = self.wpe(self.allpos.shrink((None, (start_pos, start_pos+seqlen))))
# not symbolic when consuming the prompt
selected_pos = (0, seqlen) if start_pos.val == 0 else (start_pos, start_pos+1)
pos_emb = self.wpe(self.allpos.shrink((None, selected_pos)))
h = tok_emb + pos_emb
if HALF: h = h.half()
@@ -190,7 +193,7 @@ class GPT2:
(f", {GlobalCounters.global_mem*1e-9/(GlobalCounters.time_sum_s-st):.2f} GB/s" if DEBUG>=2 else "")) if DEBUG else None, enabled=timing):
with WallTimeEvent(BenchEvent.STEP):
if batch_size == 1 and len(toks[0][start_pos:]) == 1:
tokens = Variable("tokens", 0, VOCAB_SIZE).bind(toks[0][start_pos])
tokens = Variable("tokens", 0, VOCAB_SIZE-1).bind(toks[0][start_pos])
else:
tokens = Tensor([x[start_pos:] for x in toks])
tok = self.model(tokens, Variable("start_pos", 1 if start_pos else 0, MAX_CONTEXT-1).bind(start_pos), temperature).tolist()