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Alpaca-Dragon-Smaug-Slerp

Text Generation
Transformers
Safetensors
llama
Merge
mergekit
ibivibiv/alpaca-dragon-72b-v1
abacusai/Smaug-72B-v0.1
text-generation-inference
Inference Endpoints
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  1. README.md +38 -0
  2. config.json +30 -0
  3. mergekit_config.yml +16 -0
  4. merges.txt +0 -0
  5. model-00001-of-00082.safetensors +3 -0
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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ tags:
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+ - merge
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+ - mergekit
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+ - mistralai/Mistral-7B-v0.1+predibase/customer_support
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+ - NousResearch/Nous-Hermes-2-Mistral-7B-DPO
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+ ---
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+
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+ # Mistral-Hermes-Support-Ties
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+
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+ Mistral-Hermes-Support-Ties is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
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+ * [mistralai/Mistral-7B-v0.1+predibase/customer_support](https://huggingface.co/mistralai/Mistral-7B-v0.1+predibase/customer_support)
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+ * [NousResearch/Nous-Hermes-2-Mistral-7B-DPO](https://huggingface.co/NousResearch/Nous-Hermes-2-Mistral-7B-DPO)
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+
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+ ## 🧩 Configuration
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+
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+ ```yaml
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+ models:
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+ - model: mistralai/Mistral-7B-Instruct-v0.2
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+ #no parameters necessary for base model
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+ - model: mistralai/Mistral-7B-v0.1+predibase/customer_support
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+ parameters:
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+ density: 0.5
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+ weight: 0.5
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+ - model: NousResearch/Nous-Hermes-2-Mistral-7B-DPO
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+ parameters:
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+ density: 0.5
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+ weight: 0.5
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+
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+ merge_method: ties
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+ base_model: mistralai/Mistral-7B-Instruct-v0.2
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+ parameters:
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+ normalize: false
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+ int8_mask: true
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+ dtype: float16
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+
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "abacusai/Smaug-72B-v0.1",
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+ "architectures": [
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+ "LlamaForCausalLM"
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+ ],
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+ "attention_bias": true,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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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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+ "model_type": "llama",
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+ "num_attention_heads": 64,
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+ "num_hidden_layers": 80,
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+ "num_key_value_heads": 64,
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+ "pad_token_id": 151643,
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+ "pretraining_tp": 1,
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+ "rms_norm_eps": 1e-06,
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+ "rope_scaling": null,
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+ "rope_theta": 1000000,
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+ "seq_length": 32768,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.38.2",
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+ "use_cache": true,
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+ "vocab_size": 152064
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+ }
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+ slices:
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+ - sources:
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+ - model: ibivibiv/alpaca-dragon-72b-v1
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+ layer_range: [0, 80]
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+ - model: abacusai/Smaug-72B-v0.1
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+ layer_range: [0, 80]
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+ merge_method: slerp
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+ base_model: abacusai/Smaug-72B-v0.1
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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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