Update app.py
Browse files
app.py
CHANGED
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@@ -16,6 +16,8 @@ ROLE_TOKENS = {
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"system": SYSTEM_TOKEN
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}
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# Create a lock object
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lock = threading.Lock()
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@@ -38,16 +40,16 @@ model_name = "ggml-model-q4_1.gguf"
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snapshot_download(repo_id=repo_name, local_dir=".", allow_patterns=model_name)
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model = Llama(
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def get_message_tokens(model, role, content):
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@@ -189,14 +191,13 @@ def generate_response():
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tokens = []
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for message in messages
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if message.get("from") == "assistant":
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message_tokens = get_message_tokens(model=model, role="bot", content=message.get("content", ""))
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else:
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message_tokens = get_message_tokens(model=model, role="user", content=message.get("content", ""))
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tokens.extend(message_tokens)
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#LINEBREAK_TOKEN)
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#app.logger.info('model.eval start')
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#model.eval(tokens)
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@@ -210,12 +211,13 @@ def generate_response():
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tokens.extend([model.token_bos(), BOT_TOKEN, LINEBREAK_TOKEN])
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app.logger.info('Prompt:')
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app.logger.info(model.detokenize(tokens).decode("utf-8", errors="ignore"))
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app.logger.info('Generate started')
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generator = model.generate(
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tokens,
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top_k=top_k,
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top_p=top_p,
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temp=temperature,
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"system": SYSTEM_TOKEN
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}
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CONTEXT_SIZE = 4096
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# Create a lock object
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lock = threading.Lock()
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snapshot_download(repo_id=repo_name, local_dir=".", allow_patterns=model_name)
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model = Llama(
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model_path=model_name,
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n_ctx=CONTEXT_SIZE,
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n_parts=1,
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#n_batch=100,
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logits_all=True,
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#n_threads=12,
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verbose=True,
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n_gpu_layers=35,
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n_gqa=8 #must be set for 70b models
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)
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def get_message_tokens(model, role, content):
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tokens = []
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for message in messages:
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if message.get("from") == "assistant":
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message_tokens = get_message_tokens(model=model, role="bot", content=message.get("content", ""))
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else:
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message_tokens = get_message_tokens(model=model, role="user", content=message.get("content", ""))
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tokens.extend(message_tokens)
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#app.logger.info('model.eval start')
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#model.eval(tokens)
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tokens.extend([model.token_bos(), BOT_TOKEN, LINEBREAK_TOKEN])
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app.logger.info('Prompt:')
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app.logger.info(model.detokenize(tokens[:CONTEXT_SIZE]).decode("utf-8", errors="ignore"))
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app.logger.info('Generate started')
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generator = model.generate(
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tokens[:CONTEXT_SIZE],
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top_k=top_k,
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top_p=top_p,
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temp=temperature,
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