| --- |
| base_model: |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| tags: |
| - merge |
| - mergekit |
| - lazymergekit |
| - Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| --- |
| |
| # MagpieLM-8B |
|
|
| MagpieLM-8B is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing): |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
| * [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) |
|
|
| ## 🧩 Configuration |
|
|
| ```yaml |
| dtype: bfloat16 |
| merge_method: passthrough |
| slices: |
| - sources: |
| - layer_range: [0, 2] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [1, 3] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [2, 4] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [3, 5] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [4, 6] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [5, 7] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [6, 8] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [7, 9] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [8, 10] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| |
| - sources: |
| - layer_range: [9, 11] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [10, 12] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [11, 13] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [12, 14] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [13, 15] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [14, 16] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [16, 18] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [17, 19] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [18, 20] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [19, 21] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [20, 22] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [21, 23] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [22, 24] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [23, 25] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [24, 26] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [25, 27] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [26, 28] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [27, 29] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [28, 30] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [29, 31] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| - sources: |
| - layer_range: [29, 32] |
| model: Magpie-Align/MagpieLM-4B-Chat-v0.1 |
| ``` |
|
|
| ## 💻 Usage |
|
|
| ```python |
| !pip install -qU transformers accelerate |
| |
| from transformers import AutoTokenizer |
| import transformers |
| import torch |
| |
| model = "win10/MagpieLM-8B" |
| messages = [{"role": "user", "content": "What is a large language model?"}] |
| |
| tokenizer = AutoTokenizer.from_pretrained(model) |
| prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True) |
| pipeline = transformers.pipeline( |
| "text-generation", |
| model=model, |
| torch_dtype=torch.float16, |
| device_map="auto", |
| ) |
| |
| outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95) |
| print(outputs[0]["generated_text"]) |
| ``` |
