初始化项目，由ModelHub XC社区提供模型
Model: Hinglish-Project/llama-3-8b-English-to-Hinglish Source: Original Platform
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README.md
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README.md
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---
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language:
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- en
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license: apache-2.0
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tags:
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- text-generation-inference
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- transformers
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- unsloth
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- llama3
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- trl
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- hinglish
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base_model: unsloth/llama-3-8b
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datasets:
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- cmu_hinglish_dog
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---
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# Inference:
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```
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!pip install -q "unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git"
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!pip install -q --no-deps "xformers<0.0.26" trl peft accelerate bitsandbytes
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```
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```python
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from unsloth import FastLanguageModel
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import torch
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max_seq_length = 512
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dtype = None # None for auto detection. Float16 for Tesla T4, V100, Bfloat16 for Ampere+
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load_in_4bit = True # Use 4bit quantization to reduce memory usage. Can be False.
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model, tokenizer = FastLanguageModel.from_pretrained(
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model_name = "Hinglish-Project/llama-3-8b-English-to-Hinglish",
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max_seq_length = max_seq_length,
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dtype = dtype,
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load_in_4bit = load_in_4bit,
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)
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```
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```python
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def pipe(prompt):
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alpaca_prompt = """### Instrucion: Translate given text to Hinglish Text:
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### Input:
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{}
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### Response:
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"""
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inputs = tokenizer(
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[
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alpaca_prompt.format(prompt),
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], return_tensors = "pt").to("cuda")
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outputs = model.generate(**inputs, max_new_tokens = 2048, use_cache = True)
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raw_text = tokenizer.batch_decode(outputs)[0]
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return raw_text.split("### Response:\n")[1].split("<|end_of_text|>")[0]
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```
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```python
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text = "This is a fine-tuned Hinglish translation model using Llama 3."
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pipe(text)
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## yeh ek fine-tuned Hinglish translation model hai jisme Llama 3 ka use kiya gaya hai.
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```
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# Uploaded model
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- **Developed by:** Hinglish-Project
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- **License:** apache-2.0
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- **Finetuned from model :** unsloth/llama-8b-bnb-4bit
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This Llama3 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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||||
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|
||||
}
|
||||
}
|
||||
23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
@@ -0,0 +1,23 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<|begin_of_text|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "<|end_of_text|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": {
|
||||
"content": "<|end_of_text|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
410563
tokenizer.json
Normal file
410563
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
2063
tokenizer_config.json
Normal file
2063
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user