Initial release

LICENSE

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Notice

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+Meta Llama 3 is licensed under the Meta Llama 3 Community License, Copyright © Meta Platforms, Inc. All Rights Reserved.

README.md

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 ---
+base_model:
+- princeton-nlp/Llama-3-Instruct-8B-SimPO
+- UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
+library_name: transformers
+tags:
+- mergekit
+- merge
 license: llama3
+pipeline_tag: text-generation
 ---
+# Llama-3-Instruct-8B-SPPO-Iter3-SimPO-merge
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+Built with Meta Llama 3.
+
+## Merge Details
+### Merge Method
+
+This model was merged using the SLERP merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [princeton-nlp/Llama-3-Instruct-8B-SimPO](https://huggingface.co/princeton-nlp/Llama-3-Instruct-8B-SimPO)
+* [UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3](https://huggingface.co/UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+slices:
+- sources:
+  - model: princeton-nlp/Llama-3-Instruct-8B-SimPO
+    layer_range:
+    - 0
+    - 32
+  - model: UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
+    layer_range:
+    - 0
+    - 32
+merge_method: slerp
+base_model: UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
+parameters:
+  t:
+  - filter: self_attn
+    value:
+    - 0
+    - 0.5
+    - 0.3
+    - 0.7
+    - 1
+  - filter: mlp
+    value:
+    - 1
+    - 0.5
+    - 0.7
+    - 0.3
+    - 0
+  - value: 0.5
+dtype: bfloat16
+
+```

config.json

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+{
+  "_name_or_path": "grimjim/Llama-3-Instruct-8B-SPPO-Iter3-SimPO-merge",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 128000,
+  "eos_token_id": 128009,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 8192,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 500000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.41.2",
+  "use_cache": false,
+  "vocab_size": 128256
+}

mergekit_config.yml

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+slices:
+- sources:
+  - model: princeton-nlp/Llama-3-Instruct-8B-SimPO
+    layer_range:
+    - 0
+    - 32
+  - model: UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
+    layer_range:
+    - 0
+    - 32
+merge_method: slerp
+base_model: UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
+parameters:
+  t:
+  - filter: self_attn
+    value:
+    - 0
+    - 0.5
+    - 0.3
+    - 0.7
+    - 1
+  - filter: mlp
+    value:
+    - 1
+    - 0.5
+    - 0.7
+    - 0.3
+    - 0
+  - value: 0.5
+dtype: bfloat16

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special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<|begin_of_text|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|eot_id|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|eot_id|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}