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caenopy avatar caenopy commented on August 16, 2024

I'm hitting the above error when self.decode_func() is called:

def _decode(self, token: int, kv_caches: Object):
embedding, _ = self._embed(
tvm.nd.array(np.array([token]).astype("int32"), device=self.device)
)
self.begin_forward_func(kv_caches, ShapeTuple([0]), ShapeTuple([1]))
logits, kv_caches = self.decode_func(embedding, kv_caches, self.params)
self.end_forward_func(kv_caches)
return logits

In the provided tokenizer.json, decoder is set to 'null'. We prompt these models with tokens directly and are not doing BPE, so I want some simple passthrough here.

Another clue is that when I initialize DebugChat, I'm greeted with "Warning: Decoder field is not found in tokenizer.json. Use ByteFallback as default."

Any ideas? Could this be a config issue related to tokenizer.json?

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Hzfengsy avatar Hzfengsy commented on August 16, 2024

It's not a tokenizer issue, but a KVCache kernel issue. I guess that's because the kernel is not fully compatible with fp32

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caenopy avatar caenopy commented on August 16, 2024

That was it, thank you! Original problem is resolved with different quantization.

The docs are a bit unclear, does the "0" in q0f** mean no weight quantization?

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MasterJH5574 avatar MasterJH5574 commented on August 16, 2024

does the "0" in q0f** mean no weight quantization?

@caenopy Yes that's true. Thanks for pointing this out and we'll try to update the docs for better clarity.

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