MOOC Update #57
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MOOC Update #57
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plusbang
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Dec 8, 2023
| @@ -51,21 +49,18 @@ | |||
| "from huggingface_hub import snapshot_download\n", | |||
| "\n", | |||
| "model_path = snapshot_download(repo_id='meta-llama/Llama-2-7b-chat-hf',\n", | |||
| " token='hf_XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX') # change it to your own Hugging Face access token" | |||
| " token='hf_XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX') # change it to your own Hugging Face access token\n" | |||
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still need a blank space to align
| "### 5.1.2.1 Load Model in Low Precision\n", | ||
| "\n", | ||
| "One common use case is to load a Hugging Face *transformers* model in low precision, i.e. conduct **implicit** quantization while loading.\n", | ||
| " One common use case is to load a Hugging Face *transformers* model in low precision, i.e. conduct **implicit** quantization while loading.\n", |
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should we remove 5.1.2.1 Load Model in Low Precision section @shane-huang ? If remove, following section also need to modify.
| "source": [ | ||
| "from bigdl.llm.transformers import AutoModelForCausalLM\n", | ||
| "\n", | ||
| "model_in_4bit = AutoModelForCausalLM.from_pretrained(pretrained_model_name_or_path=\"meta-llama/Llama-2-7b-chat-hf\",\n", | ||
| "model_in_4bit = AutoModelForCausalLM.from_pretrained(pretrained_model_name_or_path=\"../chat-7b-hf/\",\n", |
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I think we should still use "meta-llama/Llama-2-7b-chat-hf" as a common usage.
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "from transformers import LlamaTokenizer\n", | ||
| "\n", | ||
| "tokenizer = LlamaTokenizer.from_pretrained(pretrained_model_name_or_path=\"meta-llama/Llama-2-7b-chat-hf\")" | ||
| "tokenizer = LlamaTokenizer.from_pretrained(pretrained_model_name_or_path=\"../chat-7b-hf/\")" |
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similarly, I think we should still use "meta-llama/Llama-2-7b-chat-hf"
| "metadata": {}, | ||
| "outputs": [ | ||
| { | ||
| "name": "stdout", |
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I think we don't need such output here. Maybe we could clear the output.
| "source": [ | ||
| "SYSTEM_PROMPT = \"You are a helpful, respectful and honest assistant, who always answers as helpfully as possible, while being safe.\"\n", | ||
| "SYSTEM_PROMPT = \"You are a helpful, respectful and honest assistant.\"\n", |
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Add the two code blocks here seems a little strange.
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Update Chapter 5 5_1_ChatBot and 5_1_2_Speech Recognition notebook in the English version and Chinese version