README wip update

README.md

@@ -1,174 +1,10 @@
-### Run Huggingface RWKV6 World Model
+### v6-Finch-14B-HF
 
-> origin pth weight from https://huggingface.co/BlinkDL/rwkv-6-world/blob/main/RWKV-x060-World-7B-v2.1-20240507-ctx4096.pth .
+> HF compatible model for Finch-14B.
+> This is an early preview for benchmarking
 
-#### CPU
+![Crimson Finch Bird](./imgs/crimson-finch-unsplash-david-clode.jpg)
 
-```python
-import torch
-from transformers import AutoModelForCausalLM, AutoTokenizer
+> origin pth weight at https://huggingface.co/BlinkDL/rwkv-6-world/blob/main/ .
 
-def generate_prompt(instruction, input=""):
- instruction = instruction.strip().replace('\r\n','\n').replace('\n\n','\n')
- input = input.strip().replace('\r\n','\n').replace('\n\n','\n')
- if input:
- return f"""Instruction: {instruction}
-
-Input: {input}
-
-Response:"""
- else:
- return f"""User: hi
-
-Assistant: Hi. I am your assistant and I will provide expert full response in full details. Please feel free to ask any question and I will always answer it.
-
-User: {instruction}
-
-Assistant:"""
-
-
-model = AutoModelForCausalLM.from_pretrained("RWKV/rwkv-6-world-7b", trust_remote_code=True).to(torch.float32)
-tokenizer = AutoTokenizer.from_pretrained("RWKV/rwkv-6-world-7b", trust_remote_code=True, padding_side='left', pad_token="<s>")
-
-text = "请介绍北京的旅游景点"
-prompt = generate_prompt(text)
-
-inputs = tokenizer(prompt, return_tensors="pt")
-output = model.generate(inputs["input_ids"], max_new_tokens=333, do_sample=True, temperature=1.0, top_p=0.3, top_k=0, )
-print(tokenizer.decode(output[0].tolist(), skip_special_tokens=True))
-```
-
-output:
-
-```shell
-User: hi
-
-Assistant: Hi. I am your assistant and I will provide expert full response in full details. Please feel free to ask any question and I will always answer it.
-
-User: 请介绍北京的旅游景点
-
-Assistant: 北京是中国的首都，拥有众多的旅游景点，以下是其中一些著名的景点：
-1. 故宫：位于北京市中心，是明清两代的皇宫，内有大量的文物和艺术品。
-2. 天安门广场：是中国最著名的广场之一，是中国人民政治协商会议的旧址，也是中国人民政治协商会议的中心。
-3. 颐和园：是中国古代皇家园林之一，有着悠久的历史和丰富的文化内涵。
-4. 长城：是中国古代的一道长城，全长约万里，是中国最著名的旅游景点之一。
-5. 北京大学：是中国著名的高等教育机构之一，有着悠久的历史和丰富的文化内涵。
-6. 北京动物园：是中国最大的动物园之一，有着丰富的动物资源和丰富的文化内涵。
-7. 故宫博物院：是中国最著名的博物馆之一，收藏了大量的文物和艺术品，是中国最重要的文化遗产之一。
-8. 天坛：是中国古代皇家
-```
-
-#### GPU
-
-```python
-import torch
-from transformers import AutoModelForCausalLM, AutoTokenizer
-
-def generate_prompt(instruction, input=""):
- instruction = instruction.strip().replace('\r\n','\n').replace('\n\n','\n')
- input = input.strip().replace('\r\n','\n').replace('\n\n','\n')
- if input:
- return f"""Instruction: {instruction}
-
-Input: {input}
-
-Response:"""
- else:
- return f"""User: hi
-
-Assistant: Hi. I am your assistant and I will provide expert full response in full details. Please feel free to ask any question and I will always answer it.
-
-User: {instruction}
-
-Assistant:"""
-
-
-model = AutoModelForCausalLM.from_pretrained("RWKV/rwkv-6-world-7b", trust_remote_code=True, torch_dtype=torch.float16).to(0)
-tokenizer = AutoTokenizer.from_pretrained("RWKV/rwkv-6-world-7b", trust_remote_code=True, padding_side='left', pad_token="<s>")
-
-text = "介绍一下大熊猫"
-prompt = generate_prompt(text)
-
-inputs = tokenizer(prompt, return_tensors="pt").to(0)
-output = model.generate(inputs["input_ids"], max_new_tokens=128, do_sample=True, temperature=1.0, top_p=0.3, top_k=0, )
-print(tokenizer.decode(output[0].tolist(), skip_special_tokens=True))
-```
-
-output:
-
-```shell
-User: hi
-
-Assistant: Hi. I am your assistant and I will provide expert full response in full details. Please feel free to ask any question and I will always answer it.
-
-User: 介绍一下大熊猫
-
-Assistant: 大熊猫是一种中国特有的哺乳动物，也是中国的国宝之一。它们的外貌特征是圆形的黑白相间的身体，有着黑色的毛发和白色的耳朵。大熊猫的食物主要是竹子，它们会在竹林中寻找竹子，并且会将竹子放在竹笼中进行储存。大熊猫的寿命约为20至30年，但由于栖息地的丧失和人类活动的
-```
-
-#### Batch Inference
-
-```python
-import torch
-from transformers import AutoModelForCausalLM, AutoTokenizer
-
-def generate_prompt(instruction, input=""):
- instruction = instruction.strip().replace('\r\n', '\n').replace('\n\n', '\n')
- input = input.strip().replace('\r\n', '\n').replace('\n\n', '\n')
- if input:
- return f"""Instruction: {instruction}
-
-Input: {input}
-
-Response:"""
- else:
- return f"""User: hi
-
-Assistant: Hi. I am your assistant and I will provide expert full response in full details. Please feel free to ask any question and I will always answer it.
-
-User: {instruction}
-
-Assistant:"""
-
-model = AutoModelForCausalLM.from_pretrained("RWKV/rwkv-6-world-7b", trust_remote_code=True).to(torch.float32)
-tokenizer = AutoTokenizer.from_pretrained("RWKV/rwkv-6-world-7b", trust_remote_code=True, padding_side='left', pad_token="<s>")
-
-texts = ["请介绍北京的旅游景点", "介绍一下大熊猫", "乌兰察布"]
-prompts = [generate_prompt(text) for text in texts]
-
-inputs = tokenizer(prompts, return_tensors="pt", padding=True)
-outputs = model.generate(inputs["input_ids"], max_new_tokens=128, do_sample=True, temperature=1.0, top_p=0.3, top_k=0, )
-
-for output in outputs:
- print(tokenizer.decode(output.tolist(), skip_special_tokens=True))
-
-```
-
-output:
-
-```shell
-User: hi
-
-Assistant: Hi. I am your assistant and I will provide expert full response in full details. Please feel free to ask any question and I will always answer it.
-
-User: 请介绍北京的旅游景点
-
-Assistant: 北京是中国的首都，拥有丰富的旅游资源和历史文化遗产。以下是一些北京的旅游景点：
-1. 故宫：位于北京市中心，是明清两代的皇宫，是中国最大的古代宫殿建筑群之一。
-2. 天安门广场：位于北京市中心，是中国最著名的城市广场之一，也是中国最大的城市广场。
-3. 颐和
-User: hi
-
-Assistant: Hi. I am your assistant and I will provide expert full response in full details. Please feel free to ask any question and I will always answer it.
-
-User: 介绍一下大熊猫
-
-Assistant: 大熊猫是一种生活在中国中部地区的哺乳动物，也是中国的国宝之一。它们的外貌特征是圆形的黑白相间的身体，有着黑色的毛发和圆圆的眼睛。大熊猫是一种濒危物种，目前只有在野外的几个保护区才能看到它们的身影。大熊猫的食物主要是竹子，它们会在竹子上寻找食物，并且可以通
-User: hi
-
-Assistant: Hi. I am your assistant and I will provide expert full response in full details. Please feel free to ask any question and I will always answer it.
-
-User: 乌兰察布
-
-Assistant: 乌兰察布是中国新疆维吾尔自治区的一个县级市，位于新疆维吾尔自治区中部，是新疆的第二大城市。乌兰察布市是新疆的第一大城市，也是新疆的重要城市之一。乌兰察布市是新疆的经济中心，也是新疆的重要交通枢纽之一。乌兰察布市的人口约为2.5万人，其中汉族占绝大多数。乌
-```
+More details to be done.