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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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 *.zst filter=lfs diff=lfs merge=lfs -text
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README.md

@@ -0,0 +1,58 @@
+---
+base_model:
+- nvidia/Mistral-NeMo-Minitron-8B-Instruct
+- rasyosef/Mistral-NeMo-Minitron-8B-Chat
+- Delta-Vector/Tor-8B
+- nvidia/Mistral-NeMo-Minitron-8B-Base
+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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [nvidia/Mistral-NeMo-Minitron-8B-Base](https://huggingface.co/nvidia/Mistral-NeMo-Minitron-8B-Base) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [nvidia/Mistral-NeMo-Minitron-8B-Instruct](https://huggingface.co/nvidia/Mistral-NeMo-Minitron-8B-Instruct)
+* [rasyosef/Mistral-NeMo-Minitron-8B-Chat](https://huggingface.co/rasyosef/Mistral-NeMo-Minitron-8B-Chat)
+* [Delta-Vector/Tor-8B](https://huggingface.co/Delta-Vector/Tor-8B)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: rasyosef/Mistral-NeMo-Minitron-8B-Chat
+    parameters:
+      weight: 1
+      density: 1
+
+  - model: Delta-Vector/Tor-8B
+    parameters:
+      weight: 1
+      density: 1
+      
+  - model: nvidia/Mistral-NeMo-Minitron-8B-Instruct
+    parameters:
+      weight: 1
+      density: 1
+
+merge_method: ties
+base_model: nvidia/Mistral-NeMo-Minitron-8B-Base
+parameters:
+  density: 1
+  normalize: true
+  int8_mask: true
+dtype: bfloat16
+
+```

config.json

@@ -0,0 +1,28 @@
+{
+  "_name_or_path": "nvidia/Mistral-NeMo-Minitron-8B-Base",
+  "activation": "silu",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11520,
+  "max_position_embeddings": 8192,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.45.1",
+  "use_cache": true,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+models:
+  - model: rasyosef/Mistral-NeMo-Minitron-8B-Chat
+    parameters:
+      weight: 1
+      density: 1
+
+  - model: Delta-Vector/Tor-8B
+    parameters:
+      weight: 1
+      density: 1
+      
+  - model: nvidia/Mistral-NeMo-Minitron-8B-Instruct
+    parameters:
+      weight: 1
+      density: 1
+
+merge_method: ties
+base_model: nvidia/Mistral-NeMo-Minitron-8B-Base
+parameters:
+  density: 1
+  normalize: true
+  int8_mask: true
+dtype: bfloat16

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model.safetensors.index.json

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