abetlen / abetlen/llama-cpp-python

Newlines in generation when using grammar

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#637 4 comentarios 0 reacciones 0 asignados Ver en GitHub
model quality
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Descripción

Using `llama-cpp-python` w/ LangChain integration and [this PR](https://github.com/langchain-ai/langchain/pull/9712/files) to support grammars.

Test w/o `grammar_path`:
```
llm = LlamaCpp(
model_path="/Users/rlm/Desktop/Code/llama.cpp/llama-2-13b-chat.ggmlv3.q4_0.bin",
n_gpu_layers=n_gpu_layers,
n_batch=n_batch,
callback_manager=callback_manager,
verbose=True,
)
question = "What NFL team won the Super Bowl in the year Justin Bieber was born?"
llm(question)
```

The result is as expected.

---

Test w/ `grammar_path`:
```
llm = LlamaCpp(
model_path="/Users/rlm/Desktop/Code/llama.cpp/llama-2-13b-chat.ggmlv3.q4_0.bin",
n_gpu_layers=n_gpu_layers,
n_batch=n_batch,
f16_kv=True, # MUST set to True, otherwise you will run into problem after a couple of calls
callback_manager=callback_manager,
verbose=True,
grammar_path="/Users/rlm/Desktop/json.gbnf",
)
question = "Request: schedule a call at 8pm; Command:"
llm(question)
```

The result has a large number of newlines:
```
'{"schedule": {"date": "2018-09-14T20:00:00.000Z", "duration": 60}}\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n'
```

Has anyone seen / resolved similar behavior?

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