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README.md

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+---
+tags:
+- merge
+- mergekit
+- lazymergekit
+---
+
+# NeuralPipe-7B-slerp
+
+NeuralPipe-7B-slerp is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
+
+## 🧩 Configuration
+
+```yaml
+models:
+  - model: NousResearch/Nous-Capybara-3B-V1.9+jeiku/No_Robots_Alpaca_StableLM
+  - model: NousResearch/Nous-Capybara-3B-V1.9+jeiku/LimaRP_StableLM
+  - model: NousResearch/Nous-Capybara-3B-V1.9+jeiku/Gnosis_256_StableLM
+merge_method: model_stock
+base_model: NousResearch/Nous-Capybara-3B-V1.9
+dtype: float16
+```
+
+## 💻 Usage
+
+```python
+!pip install -qU transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "jeiku/NeuralPipe-7B-slerp"
+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"])
+```

config.json

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+{
+  "_name_or_path": "NousResearch/Nous-Capybara-3B-V1.9",
+  "architectures": [
+    "StableLMEpochForCausalLM"
+  ],
+  "auto_map": {
+    "AutoConfig": "NousResearch/Nous-Capybara-3B-V1.9--configuration_stablelm_epoch.StableLMEpochConfig",
+    "AutoModelForCausalLM": "NousResearch/Nous-Capybara-3B-V1.9--modeling_stablelm_epoch.StableLMEpochForCausalLM"
+  },
+  "bos_token_id": 0,
+  "eos_token_id": 0,
+  "hidden_act": "silu",
+  "hidden_size": 2560,
+  "initializer_range": 0.02,
+  "intermediate_size": 6912,
+  "max_position_embeddings": 4096,
+  "model_type": "stablelm_epoch",
+  "norm_eps": 1e-05,
+  "num_attention_heads": 32,
+  "num_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "rope_pct": 0.25,
+  "rope_theta": 10000,
+  "rotary_scaling_factor": 1.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.40.2",
+  "use_cache": false,
+  "vocab_size": 50304
+}

mergekit_config.yml

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+
+models:
+  - model: NousResearch/Nous-Capybara-3B-V1.9+jeiku/No_Robots_Alpaca_StableLM
+  - model: NousResearch/Nous-Capybara-3B-V1.9+jeiku/LimaRP_StableLM
+  - model: NousResearch/Nous-Capybara-3B-V1.9+jeiku/Gnosis_256_StableLM
+merge_method: model_stock
+base_model: NousResearch/Nous-Capybara-3B-V1.9
+dtype: float16

model-00001-of-00002.safetensors

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model.safetensors.index.json

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+  "eos_token": "<|im_end|>",
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+  "tokenizer_class": "GPTNeoXTokenizer",
+  "unk_token": "<|endoftext|>"
+}