Ann Brown commited on
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model stock

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README.md CHANGED
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  ---
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- license: apache-2.0
 
 
 
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ base_model:
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+ - Lambent/cosmo-1b-tune-pythontest
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+ - Lambent/cosmo-1b-qlora-pythontest
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+ - Lambent/cosmo-1b-lisa-pythontest
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+ - Lambent/cosmo-1b-galore-pythontest
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+ - HuggingFaceTB/cosmo-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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+ # pythontestmerge
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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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [HuggingFaceTB/cosmo-1b](https://huggingface.co/HuggingFaceTB/cosmo-1b) as a base.
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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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+ * [Lambent/cosmo-1b-tune-pythontest](https://huggingface.co/Lambent/cosmo-1b-tune-pythontest)
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+ * [Lambent/cosmo-1b-qlora-pythontest](https://huggingface.co/Lambent/cosmo-1b-qlora-pythontest)
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+ * [Lambent/cosmo-1b-lisa-pythontest](https://huggingface.co/Lambent/cosmo-1b-lisa-pythontest)
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+ * [Lambent/cosmo-1b-galore-pythontest](https://huggingface.co/Lambent/cosmo-1b-galore-pythontest)
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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: Lambent/cosmo-1b-lisa-pythontest
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+ - model: Lambent/cosmo-1b-qlora-pythontest
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+ - model: Lambent/cosmo-1b-galore-pythontest
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+ - model: Lambent/cosmo-1b-tune-pythontest
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+ base_model: HuggingFaceTB/cosmo-1b
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+ merge_method: model_stock
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+ parameters:
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+ filter_wise: false
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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": "HuggingFaceTB/cosmo-1b",
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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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+ "eos_token_id": 2,
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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": 8192,
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+ "max_position_embeddings": 2048,
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+ "model_type": "llama",
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+ "num_attention_heads": 16,
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+ "num_hidden_layers": 24,
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+ "num_key_value_heads": 16,
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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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+ "torch_dtype": "float16",
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+ "transformers_version": "4.36.2",
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+ "use_cache": true,
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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: Lambent/cosmo-1b-lisa-pythontest
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+ - model: Lambent/cosmo-1b-qlora-pythontest
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+ - model: Lambent/cosmo-1b-galore-pythontest
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+ - model: Lambent/cosmo-1b-tune-pythontest
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+ base_model: HuggingFaceTB/cosmo-1b
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+ merge_method: model_stock
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+ parameters:
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+ filter_wise: false
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+ dtype: float16
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