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Update README.md

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@@ -82,7 +82,7 @@ To use the model for basic multi-chunk RAG, you can use the following code:
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  ```python
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  from vllm import LLM, SamplingParams
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- llm = LLM(model="lightblue/kurage-en")
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  sampling_params = SamplingParams(temperature=0.2, top_p=0.95, max_tokens=128)
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  def create_rag_prompt(contexts, question):
@@ -166,7 +166,7 @@ What is Japan's primary income balance currently?
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  ```python
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  from vllm import LLM, SamplingParams
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- llm = LLM(model="lightblue/kurage-en")
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  sampling_params = SamplingParams(temperature=0.2, top_p=0.95, max_tokens=128)
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  def create_rag_prompt(contexts, question):
@@ -265,7 +265,7 @@ What is Japan's primary income balance currently?
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  ```python
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  from vllm import LLM, SamplingParams
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- llm = LLM(model="lightblue/kurage-en")
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  sampling_params = SamplingParams(temperature=0.2, top_p=0.95, max_tokens=128)
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  def create_rag_prompt(contexts, question):
@@ -354,7 +354,7 @@ What is Japan's primary income balance currently? <<Long>>
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  ```python
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  from vllm import LLM, SamplingParams
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- llm = LLM(model="lightblue/kurage-en")
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  sampling_params = SamplingParams(temperature=0.2, top_p=0.95, max_tokens=128)
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  def create_rag_prompt(contexts, question):
@@ -444,7 +444,7 @@ What is Japan's primary income balance currently?
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  from vllm import LLM, SamplingParams
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- llm = LLM(model="lightblue/kurage-en")
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  sampling_params = SamplingParams(temperature=0.2, top_p=0.95, max_tokens=128)
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  def create_rag_prompt(contexts, question):
@@ -524,7 +524,7 @@ What is Japan's current account surplus in July?
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  ```python
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  from vllm import LLM, SamplingParams
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- llm = LLM(model="lightblue/kurage-en")
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  sampling_params = SamplingParams(temperature=0.2, top_p=0.95, max_tokens=128)
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  context = "Finance Minister Shunichi Suzuki appointed Kenji Suwazono, former Director-General of the Customs and Tariff Bureau at the Ministry of Finance, as the new Executive Director of the Bank of Japan effective the 10th. Suwazono succeeds Masaaki Kaizuka, whose term ended on the 9th, and his term will last for four years.",
 
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  ```python
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  from vllm import LLM, SamplingParams
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+ llm = LLM(model="lightblue/kurage-multilingual")
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  sampling_params = SamplingParams(temperature=0.2, top_p=0.95, max_tokens=128)
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  def create_rag_prompt(contexts, question):
 
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  ```python
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  from vllm import LLM, SamplingParams
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+ llm = LLM(model="lightblue/kurage-multilingual")
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  sampling_params = SamplingParams(temperature=0.2, top_p=0.95, max_tokens=128)
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  def create_rag_prompt(contexts, question):
 
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  ```python
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  from vllm import LLM, SamplingParams
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+ llm = LLM(model="lightblue/kurage-multilingual")
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  sampling_params = SamplingParams(temperature=0.2, top_p=0.95, max_tokens=128)
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  def create_rag_prompt(contexts, question):
 
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  ```python
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  from vllm import LLM, SamplingParams
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+ llm = LLM(model="lightblue/kurage-multilingual")
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  sampling_params = SamplingParams(temperature=0.2, top_p=0.95, max_tokens=128)
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  def create_rag_prompt(contexts, question):
 
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  from vllm import LLM, SamplingParams
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+ llm = LLM(model="lightblue/kurage-multilingual")
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  sampling_params = SamplingParams(temperature=0.2, top_p=0.95, max_tokens=128)
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  def create_rag_prompt(contexts, question):
 
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  ```python
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  from vllm import LLM, SamplingParams
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+ llm = LLM(model="lightblue/kurage-multilingual")
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  sampling_params = SamplingParams(temperature=0.2, top_p=0.95, max_tokens=128)
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  context = "Finance Minister Shunichi Suzuki appointed Kenji Suwazono, former Director-General of the Customs and Tariff Bureau at the Ministry of Finance, as the new Executive Director of the Bank of Japan effective the 10th. Suwazono succeeds Masaaki Kaizuka, whose term ended on the 9th, and his term will last for four years.",