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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,60 @@
+---
+base_model:
+- dfurman/CalmeRys-78B-Orpo-v0.1
+- MaziyarPanahi/calme-3.1-instruct-78b
+- MaziyarPanahi/calme-2.4-rys-78b
+- MaziyarPanahi/calme-3.2-instruct-78b
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# Linkbricks-Horizon-AI-Avengers-V2-78B
+
+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 [MaziyarPanahi/calme-3.2-instruct-78b](https://huggingface.co/MaziyarPanahi/calme-3.2-instruct-78b) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [dfurman/CalmeRys-78B-Orpo-v0.1](https://huggingface.co/dfurman/CalmeRys-78B-Orpo-v0.1)
+* [MaziyarPanahi/calme-3.1-instruct-78b](https://huggingface.co/MaziyarPanahi/calme-3.1-instruct-78b)
+* [MaziyarPanahi/calme-2.4-rys-78b](https://huggingface.co/MaziyarPanahi/calme-2.4-rys-78b)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: MaziyarPanahi/calme-3.2-instruct-78b
+dtype: bfloat16
+merge_method: ties
+parameters:
+  int8_mask: 1.0
+  normalize: 1.0
+slices:
+- sources:
+  - layer_range: [0, 86]
+    model: MaziyarPanahi/calme-3.2-instruct-78b
+  - layer_range: [0, 86]
+    model: dfurman/CalmeRys-78B-Orpo-v0.1
+    parameters:
+      density: 0.53
+      weight: 0.2
+  - layer_range: [0, 86]
+    model: MaziyarPanahi/calme-3.1-instruct-78b
+    parameters:
+      density: 0.53
+      weight: 0.6
+  - layer_range: [0, 86]
+    model: MaziyarPanahi/calme-2.4-rys-78b
+    parameters:
+      density: 0.53
+      weight: 0.2
+tokenizer_source: union
+```

added_tokens.json

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+  "<|endoftext|>": 151643,
+  "<|im_end|>": 151645,
+  "<|im_start|>": 151644
+}

config.json

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+{
+  "_name_or_path": "MaziyarPanahi/calme-3.2-instruct-78b",
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "eos_token_id": 151645,
+  "hidden_act": "silu",
+  "hidden_size": 8192,
+  "initializer_range": 0.02,
+  "intermediate_size": 29568,
+  "max_position_embeddings": 32768,
+  "max_window_layers": 80,
+  "model_type": "qwen2",
+  "num_attention_heads": 64,
+  "num_hidden_layers": 86,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.46.1",
+  "use_cache": false,
+  "use_sliding_window": false,
+  "vocab_size": 151646
+}

mergekit_config.yml

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+base_model: MaziyarPanahi/calme-3.2-instruct-78b
+dtype: bfloat16
+merge_method: ties
+parameters:
+  int8_mask: 1.0
+  normalize: 1.0
+slices:
+- sources:
+  - layer_range: [0, 86]
+    model: MaziyarPanahi/calme-3.2-instruct-78b
+  - layer_range: [0, 86]
+    model: dfurman/CalmeRys-78B-Orpo-v0.1
+    parameters:
+      density: 0.53
+      weight: 0.2
+  - layer_range: [0, 86]
+    model: MaziyarPanahi/calme-3.1-instruct-78b
+    parameters:
+      density: 0.53
+      weight: 0.6
+  - layer_range: [0, 86]
+    model: MaziyarPanahi/calme-2.4-rys-78b
+    parameters:
+      density: 0.53
+      weight: 0.2
+tokenizer_source: union

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special_tokens_map.json

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+{
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+    "<|im_start|>",
+    "<|im_end|>"
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+    "normalized": false,
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+}

tokenizer.json

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+oid sha256:bcfe42da0a4497e8b2b172c1f9f4ec423a46dc12907f4349c55025f670422ba9
+size 11418266

tokenizer_config.json

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+  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
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+  "tokenizer_class": "Qwen2Tokenizer",
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+}