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README.md ADDED
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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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+ - mhenrichsen/gemma-2b-it
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+ - omparghale/gemma-2b-it-code-finetuned
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+ base_model:
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+ - mhenrichsen/gemma-2b-it
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+ - omparghale/gemma-2b-it-code-finetuned
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+ ---
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+
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+ # Gemma-2B-Code-Ties-it
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+
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+ Gemma-2B-Code-Ties-it is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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+ * [mhenrichsen/gemma-2b-it](https://huggingface.co/mhenrichsen/gemma-2b-it)
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+ * [omparghale/gemma-2b-it-code-finetuned](https://huggingface.co/omparghale/gemma-2b-it-code-finetuned)
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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: mhenrichsen/gemma-2b-it
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+ parameters:
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+ density: 0.5
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+ weight: 0.5
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+ - model: omparghale/gemma-2b-it-code-finetuned
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+ parameters:
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+ density: 0.5
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+ weight: 0.5
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+
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+ merge_method: ties
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+ base_model: omparghale/gemma-2b-it-code-finetuned
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+ parameters:
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+ normalize: false
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+ int8_mask: true
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+ dtype: bfloat16
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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 = "JoPmt/Gemma-2B-Code-Ties-it"
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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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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:ff5b5d2cdaeee5bf1967b15fd4b6dc6736ddd8ea8c7b5437c16adbc22e2fddac
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+ size 1981883320