[WIP] Upload folder using huggingface_hub (multi-commit 67e36848381bbdf01a74648f883db8460c9a9a555f6f76d327ee93eea639e9d6)

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README.md DELETED
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- ---
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- license: apache-2.0
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- tags:
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- - Safetensors
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- - text-generation-inference
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- - merge
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- model_name: M7Yamshadowexperiment28_Strangemerges_32M7
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- base_model:
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- - automerger/M7Yamshadowexperiment28-7B
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- - automerger/Strangemerges_32M7-7B
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- inference: false
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- model_creator: MaziyarPanahi
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- pipeline_tag: text-generation
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- quantized_by: MaziyarPanahi
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- ---
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-
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- # M7Yamshadowexperiment28_Strangemerges_32M7
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-
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- M7Yamshadowexperiment28_Strangemerges_32M7 is a merge of the following models:
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- * [automerger/M7Yamshadowexperiment28-7B](https://huggingface.co/automerger/M7Yamshadowexperiment28-7B)
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- * [automerger/Strangemerges_32M7-7B](https://huggingface.co/automerger/Strangemerges_32M7-7B)
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-
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-
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- ## 💻 Usage
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-
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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 = "MaziyarPanahi/M7Yamshadowexperiment28_Strangemerges_32M7"
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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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- ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
config.json DELETED
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- {
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- "_name_or_path": "automerger/M7Yamshadowexperiment28-7B",
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- "add_gates": false,
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- "architectures": [
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- "MistralForCausalLM"
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- ],
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- "attention_dropout": 0.0,
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- "bos_token_id": 1,
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- "eos_token_id": 2,
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- "hidden_act": "silu",
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- "hidden_size": 4096,
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- "initializer_range": 0.02,
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- "intermediate_size": 14336,
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- "max_position_embeddings": 32768,
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- "model_type": "mistral",
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- "num_attention_heads": 32,
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- "num_hidden_layers": 32,
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- "num_key_value_heads": 8,
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- "rms_norm_eps": 1e-05,
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- "rope_theta": 10000.0,
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- "sliding_window": 4096,
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- "tie_word_embeddings": false,
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- "torch_dtype": "bfloat16",
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- "transformers_version": "4.37.2",
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- "use_cache": true,
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- "vocab_size": 32000
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- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
mergekit_config.yml DELETED
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-
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- slices:
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- - sources:
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- - model: 'automerger/M7Yamshadowexperiment28-7B'
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- layer_range: [0, 32]
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- - model: 'automerger/Strangemerges_32M7-7B'
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- layer_range: [0, 32]
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- merge_method: slerp
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- base_model: 'automerger/M7Yamshadowexperiment28-7B'
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- parameters:
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- t:
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- - filter: self_attn
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- value: [0, 0.5, 0.3, 0.7, 1]
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- - filter: mlp
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- value: [1, 0.5, 0.7, 0.3, 0]
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- - value: 0.5
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- dtype: bfloat16
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- random_seed: 0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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