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Model: prithivMLmods/Llama-Express.1-Merged
Source: Original Platform

.gitattributes

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README.md

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+---
+base_model:
+- prithivMLmods/Llama-Express.1-Tiny
+- prithivMLmods/Llama-Express.1
+- prithivMLmods/Llama-Express.1-Math
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# **Llama-Express.1-Merged**
+
+Llama-Express.1-Merged is a 1B model based on Llama 3.2 (1B), fine-tuned on long chain-of-thought thinker datasets. This instruction-tuned, text-only model is optimized for multilingual dialogue use cases, including agentic retrieval and summarization tasks. It outperforms many of the available open-source and closed chat models.
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+### Merge Method
+
+This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [prithivMLmods/Llama-Express.1](https://huggingface.co/prithivMLmods/Llama-Express.1) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [prithivMLmods/Llama-Express.1-Tiny](https://huggingface.co/prithivMLmods/Llama-Express.1-Tiny)
+* [prithivMLmods/Llama-Express.1-Math](https://huggingface.co/prithivMLmods/Llama-Express.1-Math)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: prithivMLmods/Llama-Express.1
+  - model: prithivMLmods/Llama-Express.1-Tiny
+  - model: prithivMLmods/Llama-Express.1-Math
+merge_method: model_stock
+base_model: prithivMLmods/Llama-Express.1
+normalize: true
+int8_mask: true
+dtype: bfloat16
+
+```

config.json

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+{
+  "_name_or_path": "prithivMLmods/Llama-Express.1",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 128000,
+  "eos_token_id": [
+    128001,
+    128008,
+    128009
+  ],
+  "head_dim": 64,
+  "hidden_act": "silu",
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 8192,
+  "max_position_embeddings": 131072,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 16,
+  "num_key_value_heads": 8,
+  "pad_token_id": 128004,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 32.0,
+    "high_freq_factor": 4.0,
+    "low_freq_factor": 1.0,
+    "original_max_position_embeddings": 8192,
+    "rope_type": "llama3"
+  },
+  "rope_theta": 500000.0,
+  "tie_word_embeddings": true,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.46.2",
+  "use_cache": true,
+  "vocab_size": 128256
+}

configuration.json

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+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}

mergekit_config.yml

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+models:
+  - model: prithivMLmods/Llama-Express.1
+  - model: prithivMLmods/Llama-Express.1-Tiny
+  - model: prithivMLmods/Llama-Express.1-Math
+merge_method: model_stock
+base_model: prithivMLmods/Llama-Express.1
+normalize: true
+int8_mask: true
+dtype: bfloat16

model-00001-of-00001.safetensors

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+size 2471645608

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": "<|finetune_right_pad_id|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}