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.ipynb_checkpoints/README-checkpoint.md

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+---
+base_model:
+- jsfs11/MixtureofMerges-MoE-2x7b-v6
+- yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# merge
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the della merge method using [yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B](https://huggingface.co/yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [jsfs11/MixtureofMerges-MoE-2x7b-v6](https://huggingface.co/jsfs11/MixtureofMerges-MoE-2x7b-v6)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+
+models:
+  - model: yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B
+    parameters:
+      weight: 1
+  - model: jsfs11/MixtureofMerges-MoE-2x7b-v6
+    parameters:
+      weight: 1.0
+merge_method: della
+base_model: yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B
+parameters:
+  density: 0.6 
+  epsilon: 0.2  
+  lambda: 1.0  
+dtype: bfloat16
+
+
+```

README.md

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+---
+license: apache-2.0
+tags:
+- merge
+- mergekit
+- lazymergekit
+- yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B
+- jsfs11/MixtureofMerges-MoE-2x7b-v6
+---
+
+# MixtureofMerges-MoE-2x7b-v0.01b-DELLA
+
+MixtureofMerges-MoE-2x7b-v0.01b-DELLA is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
+* [yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B](https://huggingface.co/yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B)
+* [jsfs11/MixtureofMerges-MoE-2x7b-v6](https://huggingface.co/jsfs11/MixtureofMerges-MoE-2x7b-v6)
+
+## 🧩 Configuration
+
+```yaml
+models:
+  - model: yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B
+    parameters:
+      weight: 1
+  - model: jsfs11/MixtureofMerges-MoE-2x7b-v6
+    parameters:
+      weight: 1.0
+merge_method: della
+base_model: yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B
+parameters:
+  density: 0.6 
+  epsilon: 0.2  
+  lambda: 1.0  
+dtype: bfloat16
+
+```

config.json

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+{
+  "_name_or_path": "yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B",
+  "architectures": [
+    "MixtralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mixtral",
+  "num_attention_heads": 32,
+  "num_experts_per_tok": 2,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "num_local_experts": 2,
+  "output_router_logits": false,
+  "pad_token_id": 2,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "router_aux_loss_coef": 0.001,
+  "router_jitter_noise": 0.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.44.2",
+  "unsloth_version": "2024.1",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+
+models:
+  - model: yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B
+    parameters:
+      weight: 1
+  - model: jsfs11/MixtureofMerges-MoE-2x7b-v6
+    parameters:
+      weight: 1.0
+merge_method: della
+base_model: yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B
+parameters:
+  density: 0.6 
+  epsilon: 0.2  
+  lambda: 1.0  
+dtype: bfloat16
+

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