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README.md

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+# MAX Custom Architecture Example
+
+This is a simple demonstration model for the `MyCustomModelForCausalLM` architecture used in the MAX custom architecture example.
+
+## Model Details
+
+- **Architecture**: MyCustomModelForCausalLM
+- **Parameters**: ~289,280
+- **Vocab Size**: 1000
+- **Hidden Size**: 128
+- **Layers**: 2
+
+## Usage with MAX
+
+```bash
+max generate \
+  --model-path rachfop/max-custom-architecture-example \
+  --custom-architectures /path/to/max/examples/custom-model-architectures \
+  --prompt "Hello world" \
+  --max-new-tokens 10
+```
+
+## Purpose
+
+This model is intended for demonstration purposes to show how to:
+1. Create a custom model architecture for MAX
+2. Upload it to Hugging Face
+3. Load and use it with MAX's custom architecture system
+
+The model generates random outputs and is not trained for any specific task.
+
+## Architecture Implementation
+
+See the [MAX custom architecture example](https://github.com/modularml/max/tree/main/examples/custom-model-architectures) for the complete implementation including:
+- Model definition (`model.py`)
+- Architecture registration (`arch.py`) 
+- Configuration handling (`model_config.py`)
+- Weight adapters (`weight_adapters.py`)

config.json

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+{
+  "architectures": [
+    "MyCustomModelForCausalLM"
+  ],
+  "model_type": "my_custom_model",
+  "vocab_size": 1000,
+  "hidden_size": 128,
+  "num_hidden_layers": 2,
+  "num_attention_heads": 4,
+  "intermediate_size": 256,
+  "max_position_embeddings": 512,
+  "dropout_rate": 0.1,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.44.0"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:aa0587a64283fc51a989c0e1cf4b273553e46a86efc8e22cc7933d20686ba5f7
+size 1157768

special_tokens_map.json

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+{
+  "bos_token": "<|endoftext|>",
+  "eos_token": "<|endoftext|>",
+  "pad_token": "<|endoftext|>",
+  "unk_token": "<|endoftext|>"
+}

tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "50256": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<|endoftext|>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
+  "extra_special_tokens": {},
+  "model_max_length": 1024,
+  "pad_token": "<|endoftext|>",
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>"
+}