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README.md CHANGED
@@ -1,45 +1,67 @@
1
  ---
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- datasets:
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- - jondurbin/gutenberg-dpo-v0.1
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- - Qwen/Qwen2.5-14B-Instruct
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- - HuggingFaceH4/ultrafeedback_binarized
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  base_model:
 
 
 
 
 
 
 
 
 
 
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  - Qwen/Qwen2.5-14B-Instruct
 
 
 
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  library_name: transformers
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  tags:
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- - qwen
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- - qwen2.5
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- - finetune
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- - dpo
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- - qwen2
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- - chat
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- - conversational
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- - instruct
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- - storywriting
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- - roleplay
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- license: apache-2.0
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- language:
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- - en
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- pipeline_tag: text-generation
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  ---
 
 
 
 
 
 
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- gpu is cooking 'epoch': 0.66}
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- 66%|██████▋ | 75/113 [1:28:01<44:52, 70.84s/it]
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- 67%|██████▋ | 76/113 [1:29:11<43:36, 70.71s/it]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ```yaml
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  models:
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- - model: v000000/Qwen2.5-14B-Gutenberg-1e
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- - model: v000000/Qwen2.5-14B-Gutenberg-0.25e-Early-STACKED-0.37e
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  - model: v000000/Qwen2.5-14B-Gutenberg-0.25e-Early
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- - model: v000000/Qwen2.5-14B-Gutenberg-1e+v000000/qwen_results37
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- - model: Qwen/Qwen2.5-14B-Instruct+v000000/qwen_results37
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- - model: v000000/Qwen2.5-14B-Gutenberg-0.25e-Early-STACKED-0.37e+v000000/qwen_results100
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- - model: Qwen/Qwen2.5-14B-Instruct+v000000/qwen_results100
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  - model: tanliboy/lambda-qwen2.5-14b-dpo-test
 
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  - model: tanliboy/lambda-qwen2.5-14b-dpo-test
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- - model: v000000/Qwen2.5-14B-Gutenberg-1e-lambda-qwen2.5-14b-dpo-test
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- base_model: v000000/Qwen2.5-14B-Gutenberg-1e
 
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  merge_method: model_stock
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  dtype: bfloat16
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- ```
 
 
1
  ---
 
 
 
 
2
  base_model:
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+ - v000000/Qwen2.5-14B-Gutenberg-1e-Delta
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+ - v000000/qwen_results37
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+ - v000000/Qwen2.5-14B-Gutenberg-Instruct-Slerpeno
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+ - v000000/Qwen2.5-14B-Gutenberg-UltraLambda-Slerpeno
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+ - v000000/Qwen2.5-14B-Gutenberg-0.25e-Early-STACKED-0.37e
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+ - Qwen/Qwen2.5-14B-Instruct
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+ - v000000/qwen_results100
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+ - v000000/Qwen2.5-14B-Gutenberg-1e-Delta
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+ - v000000/Qwen2.5-14B-Gutenberg-0.25e-Early
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+ - tanliboy/lambda-qwen2.5-14b-dpo-test
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  - Qwen/Qwen2.5-14B-Instruct
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+ - v000000/qwen_results37
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+ - v000000/Qwen2.5-14B-Gutenberg-0.25e-Early-STACKED-0.37e
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+ - v000000/qwen_results100
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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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+ This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [v000000/Qwen2.5-14B-Gutenberg-1e-Delta](https://huggingface.co/v000000/Qwen2.5-14B-Gutenberg-1e-Delta) 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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+ * [v000000/Qwen2.5-14B-Gutenberg-1e-Delta](https://huggingface.co/v000000/Qwen2.5-14B-Gutenberg-1e-Delta) + [v000000/qwen_results37](https://huggingface.co/v000000/qwen_results37)
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+ * [v000000/Qwen2.5-14B-Gutenberg-Instruct-Slerpeno](https://huggingface.co/v000000/Qwen2.5-14B-Gutenberg-Instruct-Slerpeno)
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+ * [v000000/Qwen2.5-14B-Gutenberg-UltraLambda-Slerpeno](https://huggingface.co/v000000/Qwen2.5-14B-Gutenberg-UltraLambda-Slerpeno)
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+ * [v000000/Qwen2.5-14B-Gutenberg-0.25e-Early-STACKED-0.37e](https://huggingface.co/v000000/Qwen2.5-14B-Gutenberg-0.25e-Early-STACKED-0.37e)
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+ * [Qwen/Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct) + [v000000/qwen_results100](https://huggingface.co/v000000/qwen_results100)
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+ * [v000000/Qwen2.5-14B-Gutenberg-0.25e-Early](https://huggingface.co/v000000/Qwen2.5-14B-Gutenberg-0.25e-Early)
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+ * [tanliboy/lambda-qwen2.5-14b-dpo-test](https://huggingface.co/tanliboy/lambda-qwen2.5-14b-dpo-test)
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+ * [Qwen/Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct) + [v000000/qwen_results37](https://huggingface.co/v000000/qwen_results37)
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+ * [v000000/Qwen2.5-14B-Gutenberg-0.25e-Early-STACKED-0.37e](https://huggingface.co/v000000/Qwen2.5-14B-Gutenberg-0.25e-Early-STACKED-0.37e) + [v000000/qwen_results100](https://huggingface.co/v000000/qwen_results100)
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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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  ```yaml
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  models:
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+ - model: v000000/Qwen2.5-14B-Gutenberg-1e-Delta
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+ - model: v000000/Qwen2.5-14B-Gutenberg-0.25e-Early-STACKED-0.37e #(Qwen2.5-14B-Gutenberg-0.6e-Sequential)
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  - model: v000000/Qwen2.5-14B-Gutenberg-0.25e-Early
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+ - model: v000000/Qwen2.5-14B-Gutenberg-1e-Delta+v000000/qwen_results37 #(Qwen2.5-14B-Gutenberg-2e-Sequential)
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+ - model: Qwen/Qwen2.5-14B-Instruct+v000000/qwen_results37 #(Qwen2.5-14B-Gutenberg-0.37e-Early)
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+ - model: v000000/Qwen2.5-14B-Gutenberg-0.25e-Early-STACKED-0.37e+v000000/qwen_results100 #(Qwen2.5-14B-Gutenberg-1e-Zeta)
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+ - model: Qwen/Qwen2.5-14B-Instruct+v000000/qwen_results100 #(Qwen2.5-14B-Gutenberg-1e-Theta)
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  - model: tanliboy/lambda-qwen2.5-14b-dpo-test
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+ - model: v000000/Qwen2.5-14B-Gutenberg-1e-Delta
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  - model: tanliboy/lambda-qwen2.5-14b-dpo-test
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+ - model: v000000/Qwen2.5-14B-Gutenberg-UltraLambda-Slerpeno
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+ - model: v000000/Qwen2.5-14B-Gutenberg-Instruct-Slerpeno
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+ base_model: v000000/Qwen2.5-14B-Gutenberg-1e-Delta
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  merge_method: model_stock
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  dtype: bfloat16
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+
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+ ```
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config.json ADDED
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+ {
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+ "_name_or_path": "v000000/Qwen2.5-14B-Gutenberg-1e-Delta",
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+ "architectures": [
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+ "Qwen2ForCausalLM"
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 151643,
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+ "hidden_act": "silu",
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+ "intermediate_size": 13824,
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+ "max_position_embeddings": 32768,
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+ "max_window_layers": 70,
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+ "model_type": "qwen2",
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+ "num_attention_heads": 40,
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+ "num_hidden_layers": 48,
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+ "num_key_value_heads": 8,
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+ "rms_norm_eps": 1e-06,
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+ "rope_theta": 1000000.0,
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+ "sliding_window": null,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.44.1",
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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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+ models:
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+ - model: v000000/Qwen2.5-14B-Gutenberg-1e-Delta
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+ - model: v000000/Qwen2.5-14B-Gutenberg-0.25e-Early-STACKED-0.37e #(Qwen2.5-14B-Gutenberg-0.6e-Sequential)
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+ - model: v000000/Qwen2.5-14B-Gutenberg-0.25e-Early
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+ - model: v000000/Qwen2.5-14B-Gutenberg-1e-Delta+v000000/qwen_results37 #(Qwen2.5-14B-Gutenberg-2e-Sequential)
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+ - model: Qwen/Qwen2.5-14B-Instruct+v000000/qwen_results37 #(Qwen2.5-14B-Gutenberg-0.37e-Early)
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+ - model: v000000/Qwen2.5-14B-Gutenberg-0.25e-Early-STACKED-0.37e+v000000/qwen_results100 #(Qwen2.5-14B-Gutenberg-1e-Zeta)
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+ - model: Qwen/Qwen2.5-14B-Instruct+v000000/qwen_results100 #(Qwen2.5-14B-Gutenberg-1e-Theta)
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+ - model: tanliboy/lambda-qwen2.5-14b-dpo-test
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+ - model: v000000/Qwen2.5-14B-Gutenberg-1e-Delta
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+ - model: tanliboy/lambda-qwen2.5-14b-dpo-test
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+ - model: v000000/Qwen2.5-14B-Gutenberg-UltraLambda-Slerpeno
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+ - model: v000000/Qwen2.5-14B-Gutenberg-Instruct-Slerpeno
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+ base_model: v000000/Qwen2.5-14B-Gutenberg-1e-Delta
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+ merge_method: model_stock
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+ dtype: bfloat16
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