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- ---
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- tags:
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- - merge
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- - mergekit
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- - lazymergekit
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- - rhysjones/phi-2-orange
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- - cognitivecomputations/dolphin-2_6-phi-2
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- base_model:
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- - rhysjones/phi-2-orange
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- - cognitivecomputations/dolphin-2_6-phi-2
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- ---
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-
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- # Phiter
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-
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- Phiter is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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- * [rhysjones/phi-2-orange](https://huggingface.co/rhysjones/phi-2-orange)
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- * [cognitivecomputations/dolphin-2_6-phi-2](https://huggingface.co/cognitivecomputations/dolphin-2_6-phi-2)
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-
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- ## 🧩 Configuration
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-
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- ```yaml
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- models:
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- - model: mixedbread-ai/phi-2
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- # no parameters necessary for base model
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- - model: rhysjones/phi-2-orange
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- parameters:
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- density: 0.5
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- weight: 0.5
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- - model: cognitivecomputations/dolphin-2_6-phi-2
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- parameters:
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- density: 0.5
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- weight: 0.3
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- merge_method: ties
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- base_model: mixedbread-ai/phi-2
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- parameters:
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- normalize: true
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- dtype: float16
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-
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- ```
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-
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- ## 💻 Usage
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-
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- ```python
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- !pip install -qU transformers accelerate
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-
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- from transformers import AutoTokenizer
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- import transformers
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- import torch
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-
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- model = "Venkman42/Phiter"
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- messages = [{"role": "user", "content": "What is a large language model?"}]
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-
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- tokenizer = AutoTokenizer.from_pretrained(model)
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- prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
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- pipeline = transformers.pipeline(
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- "text-generation",
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- model=model,
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- torch_dtype=torch.float16,
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- device_map="auto",
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- )
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-
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- outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
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- print(outputs[0]["generated_text"])
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- ```
 
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+ GGUF for [Venkman42/Phiter](https://huggingface.co/Venkman42/Phiter)