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README.md

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+---
+base_model:
+- anthracite-org/magnum-12b-v2
+- Sao10K/MN-12B-Lyra-v1
+- nothingiisreal/MN-12B-Celeste-V1.9
+tags:
+- merge
+- mergekit
+- lazymergekit
+- anthracite-org/magnum-12b-v2
+- Sao10K/MN-12B-Lyra-v1
+- nothingiisreal/MN-12B-Celeste-V1.9
+---
+
+# Pleiades-12B-V1
+
+Pleiades-12B-V1 is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
+* [anthracite-org/magnum-12b-v2](https://huggingface.co/anthracite-org/magnum-12b-v2)
+* [Sao10K/MN-12B-Lyra-v1](https://huggingface.co/Sao10K/MN-12B-Lyra-v1)
+* [nothingiisreal/MN-12B-Celeste-V1.9](https://huggingface.co/nothingiisreal/MN-12B-Celeste-V1.9)
+
+## 🧩 Configuration
+
+```yaml
+models:
+ - model: anthracite-org/magnum-12b-v2
+ parameters:
+ density: 0.4
+ weight: 0.40
+ - model: Sao10K/MN-12B-Lyra-v1
+ parameters:
+ density: 0.2
+ weight: 0.30
+ - model: nothingiisreal/MN-12B-Celeste-V1.9
+ parameters:
+ density: 0.2
+ weight: 0.30
+
+merge_method: ties
+base_model: nothingiisreal/MN-12B-Celeste-V1.9
+parameters:
+ normalize: true
+dtype: bfloat16
+```
+
+## 💻 Usage
+
+```python
+!pip install -qU transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "Sentinel2615/Pleiades-12B-V1"
+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": "nothingiisreal/MN-12B-Celeste-V1.9",
+ "architectures": [
+ "MistralForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "bos_token_id": 1,
+ "eos_token_id": 2,
+ "head_dim": 128,
+ "hidden_act": "silu",
+ "hidden_size": 5120,
+ "initializer_range": 0.02,
+ "intermediate_size": 14336,
+ "max_position_embeddings": 1024000,
+ "model_type": "mistral",
+ "num_attention_heads": 32,
+ "num_hidden_layers": 40,
+ "num_key_value_heads": 8,
+ "rms_norm_eps": 1e-05,
+ "rope_theta": 1000000.0,
+ "sliding_window": null,
+ "tie_word_embeddings": false,
+ "torch_dtype": "bfloat16",
+ "transformers_version": "4.44.0",
+ "use_cache": false,
+ "vocab_size": 131072
+}

mergekit_config.yml

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+
+models:
+ - model: anthracite-org/magnum-12b-v2
+ parameters:
+ density: 0.4
+ weight: 0.40
+ - model: Sao10K/MN-12B-Lyra-v1
+ parameters:
+ density: 0.2
+ weight: 0.30
+ - model: nothingiisreal/MN-12B-Celeste-V1.9
+ parameters:
+ density: 0.2
+ weight: 0.30
+
+merge_method: ties
+base_model: nothingiisreal/MN-12B-Celeste-V1.9
+parameters:
+ normalize: true
+dtype: bfloat16

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special_tokens_map.json

@@ -0,0 +1,30 @@
+{
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+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
+ },
+ "eos_token": {
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+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
+ },
+ "pad_token": {
+ "content": "<pad>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
+ },
+ "unk_token": {
+ "content": "<unk>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
+ }
+}