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abideen
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MegaQwen-120B

Text Generation
Transformers
Safetensors
English
qwen2
Merge
mergekit
Qwen/Qwen1.5-72B
conversational
Inference Endpoints
text-generation-inference
Model card Files Community
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  1. .ipynb_checkpoints/config-checkpoint.json +28 -0
  2. README.md +86 -0
  3. added_tokens.json +5 -0
  4. config.json +28 -0
  5. mergekit_config.yml +25 -0
  6. merges.txt +0 -0
  7. model-00001-of-00142.safetensors +3 -0
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.ipynb_checkpoints/config-checkpoint.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "_name_or_path": "Qwen/Qwen1.5-72B",
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+ "architectures": [
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+ "Qwen2ForCausalLM"
5
+ ],
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+ "attention_dropout": 0.0,
7
+ "bos_token_id": 151643,
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+ "eos_token_id": 151643,
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+ "hidden_act": "silu",
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+ "hidden_size": 8192,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 24576,
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+ "max_position_embeddings": 32768,
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+ "max_window_layers": 28,
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+ "model_type": "qwen2",
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+ "num_attention_heads": 64,
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+ "num_hidden_layers": 140,
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+ "num_key_value_heads": 64,
19
+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 1000000.0,
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+ "sliding_window": 32768,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.38.2",
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+ "use_cache": true,
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+ "use_sliding_window": false,
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+ "vocab_size": 152064
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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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+ - Qwen/Qwen1.5-72B
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+ - Qwen/Qwen1.5-72B
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+ - Qwen/Qwen1.5-72B
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+ - Qwen/Qwen1.5-72B
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+ - Qwen/Qwen1.5-72B
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+ - Qwen/Qwen1.5-72B
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+ - Qwen/Qwen1.5-72B
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+ base_model:
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+ - Qwen/Qwen1.5-72B
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+ - Qwen/Qwen1.5-72B
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+ - Qwen/Qwen1.5-72B
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+ - Qwen/Qwen1.5-72B
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+ - Qwen/Qwen1.5-72B
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+ - Qwen/Qwen1.5-72B
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+ - Qwen/Qwen1.5-72B
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+ ---
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+
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+ # Qwen-120B
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+
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+ Qwen-120B is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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+ * [Qwen/Qwen1.5-72B](https://huggingface.co/Qwen/Qwen1.5-72B)
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+ * [Qwen/Qwen1.5-72B](https://huggingface.co/Qwen/Qwen1.5-72B)
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+ * [Qwen/Qwen1.5-72B](https://huggingface.co/Qwen/Qwen1.5-72B)
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+ * [Qwen/Qwen1.5-72B](https://huggingface.co/Qwen/Qwen1.5-72B)
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+ * [Qwen/Qwen1.5-72B](https://huggingface.co/Qwen/Qwen1.5-72B)
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+ * [Qwen/Qwen1.5-72B](https://huggingface.co/Qwen/Qwen1.5-72B)
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+ * [Qwen/Qwen1.5-72B](https://huggingface.co/Qwen/Qwen1.5-72B)
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+
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+ ## 🧩 Configuration
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+
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+ ```yaml
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+ dtype: float16
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+ merge_method: passthrough
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+ slices:
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+ - sources:
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+ - layer_range: [0, 20]
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+ model: Qwen/Qwen1.5-72B
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+ - sources:
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+ - layer_range: [10, 30]
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+ model: Qwen/Qwen1.5-72B
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+ - sources:
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+ - layer_range: [20, 40]
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+ model: Qwen/Qwen1.5-72B
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+ - sources:
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+ - layer_range: [30, 50]
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+ model: Qwen/Qwen1.5-72B
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+ - sources:
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+ - layer_range: [40, 60]
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+ model: Qwen/Qwen1.5-72B
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+ - sources:
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+ - layer_range: [50, 70]
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+ model: Qwen/Qwen1.5-72B
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+ - sources:
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+ - layer_range: [60, 80]
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+ model: Qwen/Qwen1.5-72B
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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 = "abideen/Qwen-120B"
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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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+ {
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+ "<|endoftext|>": 151643,
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+ "<|im_start|>": 151644
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+ }
config.json ADDED
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+ {
2
+ "_name_or_path": "Qwen/Qwen1.5-72B",
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+ "architectures": [
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+ "Qwen2ForCausalLM"
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+ ],
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 151643,
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+ "eos_token_id": 151643,
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+ "hidden_act": "silu",
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+ "hidden_size": 8192,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 24576,
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+ "max_position_embeddings": 32768,
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+ "max_window_layers": 28,
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+ "model_type": "qwen2",
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+ "num_attention_heads": 64,
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+ "num_hidden_layers": 140,
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+ "num_key_value_heads": 64,
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 1000000.0,
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+ "sliding_window": 32768,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.38.2",
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+ "use_cache": true,
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+ "use_sliding_window": false,
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+ "vocab_size": 152064
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+ }
mergekit_config.yml ADDED
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+
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+ dtype: float16
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+ merge_method: passthrough
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+ slices:
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+ - sources:
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+ - layer_range: [0, 20]
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+ model: Qwen/Qwen1.5-72B
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+ - sources:
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+ - layer_range: [10, 30]
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+ model: Qwen/Qwen1.5-72B
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+ - sources:
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+ - layer_range: [20, 40]
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+ model: Qwen/Qwen1.5-72B
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+ - sources:
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+ - layer_range: [30, 50]
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+ model: Qwen/Qwen1.5-72B
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+ - sources:
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+ - layer_range: [40, 60]
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+ model: Qwen/Qwen1.5-72B
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+ - sources:
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+ - layer_range: [50, 70]
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+ model: Qwen/Qwen1.5-72B
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+ - sources:
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+ - layer_range: [60, 80]
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+ model: Qwen/Qwen1.5-72B
merges.txt ADDED
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