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README.md

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+---
+base_model:
+- berkeley-nest/Starling-LM-7B-alpha
+tags:
+- merge
+- mergekit
+- lazymergekit
+- berkeley-nest/Starling-LM-7B-alpha
+---
+
+# Starling-LM-7B-beta-x-Starling-LM-7B-alpha
+
+Starling-LM-7B-beta-x-Starling-LM-7B-alpha is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
+* [berkeley-nest/Starling-LM-7B-alpha](https://huggingface.co/berkeley-nest/Starling-LM-7B-alpha)
+
+## 🧩 Configuration
+
+```yaml
+models:
+  - model: Nexusflow/Starling-LM-7B-beta
+    # No parameters necessary for base model
+  - model: berkeley-nest/Starling-LM-7B-alpha
+    parameters:
+      density: 0.53
+      weight: 0.6
+merge_method: dare_ties
+base_model: Nexusflow/Starling-LM-7B-beta
+parameters:
+  int8_mask: true
+dtype: bfloat16
+```
+
+## 💻 Usage
+
+```python
+!pip install -qU transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "IsakNordgren/Starling-LM-7B-beta-x-Starling-LM-7B-alpha"
+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"])
+```

added_tokens.json

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+{
+  "<|end_of_turn|>": 32000,
+  "<|pad_0|>": 32001
+}

config.json

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+{
+  "_name_or_path": "Nexusflow/Starling-LM-7B-beta",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 32000,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 8192,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pad_token_id": 32000,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.42.3",
+  "use_cache": true,
+  "vocab_size": 32002
+}

mergekit_config.yml

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+
+models:
+  - model: Nexusflow/Starling-LM-7B-beta
+    # No parameters necessary for base model
+  - model: berkeley-nest/Starling-LM-7B-alpha
+    parameters:
+      density: 0.53
+      weight: 0.6
+merge_method: dare_ties
+base_model: Nexusflow/Starling-LM-7B-beta
+parameters:
+  int8_mask: true
+dtype: bfloat16

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+  "chat_template": "{{ bos_token }}{% for message in messages %}{{ 'GPT4 Correct ' + message['role'].title() + ': ' + message['content'] + '<|end_of_turn|>'}}{% endfor %}{% if add_generation_prompt %}{{ 'GPT4 Correct Assistant:' }}{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|end_of_turn|>",
+  "legacy": true,
+  "max_length": 1000,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_to_multiple_of": null,
+  "pad_token": "<|end_of_turn|>",
+  "pad_token_type_id": 0,
+  "padding_side": "left",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "stride": 0,
+  "tokenizer_class": "LlamaTokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": true
+}