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README.md ADDED
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+ ---
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+ base_model:
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+ - Jiayi-Pan/Tiny-Vicuna-1B
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+ - yihanwang617/tinyllama-sft-vicuna-random-100k
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+ - QuixiAI/TinyDolphin-2.8.2-1.1b
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+ - TinyLlama/TinyLlama-1.1B-Chat-v1.0
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+ - NickyNicky/cognitivecomputations_TinyDolphin-2.8-1.1b
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+ library_name: transformers
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+ tags:
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+ - mergekit
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+ - merge
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+
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+ ---
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+ # merge
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+
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+ This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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+
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+ ## Merge Details
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+ ### Merge Method
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+
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+ This model was merged using the [Linear](https://arxiv.org/abs/2203.05482) merge method.
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+
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+ ### Models Merged
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+
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+ The following models were included in the merge:
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+ * [Jiayi-Pan/Tiny-Vicuna-1B](https://huggingface.co/Jiayi-Pan/Tiny-Vicuna-1B)
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+ * [yihanwang617/tinyllama-sft-vicuna-random-100k](https://huggingface.co/yihanwang617/tinyllama-sft-vicuna-random-100k)
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+ * [QuixiAI/TinyDolphin-2.8.2-1.1b](https://huggingface.co/QuixiAI/TinyDolphin-2.8.2-1.1b)
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+ * [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0)
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+ * [NickyNicky/cognitivecomputations_TinyDolphin-2.8-1.1b](https://huggingface.co/NickyNicky/cognitivecomputations_TinyDolphin-2.8-1.1b)
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+
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+ ### Configuration
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+
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+ The following YAML configuration was used to produce this model:
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+
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+ ```yaml
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+ models:
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+ - model: Jiayi-Pan/Tiny-Vicuna-1B
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+ parameters:
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+ weight: 0.2
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+ - model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
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+ parameters:
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+ weight: 0.2
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+ - model: yihanwang617/tinyllama-sft-vicuna-random-100k
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+ parameters:
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+ weight: 0.2
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+ - model: NickyNicky/cognitivecomputations_TinyDolphin-2.8-1.1b
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+ parameters:
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+ weight: 0.2
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+ - model: QuixiAI/TinyDolphin-2.8.2-1.1b
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+ parameters:
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+ weight: 0.2
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+ merge_method: linear
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+ dtype: float32
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+ ```
config.json ADDED
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+ {
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+ "architectures": [
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+ "LlamaForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "dtype": "float32",
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+ "eos_token_id": 2,
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+ "head_dim": 64,
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+ "hidden_act": "silu",
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+ "hidden_size": 2048,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 5632,
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+ "max_position_embeddings": 2048,
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+ "mlp_bias": false,
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+ "model_type": "llama",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 22,
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+ "num_key_value_heads": 4,
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+ "pretraining_tp": 1,
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+ "rms_norm_eps": 1e-05,
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+ "rope_scaling": null,
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+ "rope_theta": 10000.0,
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+ "tie_word_embeddings": false,
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+ "transformers_version": "4.57.3",
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+ "use_cache": false,
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+ "vocab_size": 32000
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+ }
mergekit_config.yml ADDED
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+ models:
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+ - model: Jiayi-Pan/Tiny-Vicuna-1B
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+ parameters:
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+ weight: 0.2
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+ - model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
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+ parameters:
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+ weight: 0.2
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+ - model: yihanwang617/tinyllama-sft-vicuna-random-100k
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+ parameters:
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+ weight: 0.2
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+ - model: NickyNicky/cognitivecomputations_TinyDolphin-2.8-1.1b
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+ parameters:
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+ weight: 0.2
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+ - model: QuixiAI/TinyDolphin-2.8.2-1.1b
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+ parameters:
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+ weight: 0.2
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+ merge_method: linear
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+ dtype: float32
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