Submission by MDaytek

README.md

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+---
+library_name: transformers
+tags:
+- chess
+- llm-course
+- chess-challenge
+license: mit
+---
+
+# chess-littletestmodel
+
+Chess model for LLM Course Challenge.
+
+- **By**: [MDaytek](https://huggingface.co/MDaytek)
+- **Params**: 790,560
+- **Architecture**: GPT-2 with custom tokenizer
+
+## Usage
+
+The model uses a custom tokenizer. Load it with:
+
+```python
+from transformers import GPT2LMHeadModel, AutoConfig
+import json
+
+config = AutoConfig.from_pretrained("LLM-course/chess-littletestmodel")
+model = GPT2LMHeadModel.from_pretrained("LLM-course/chess-littletestmodel", config=config)
+
+# Load vocab
+with open("vocab.json") as f:
+    vocab = json.load(f)
+```

config.json

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+{
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 1,
+  "dtype": "float32",
+  "embd_pdrop": 0.1,
+  "eos_token_id": 1,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_embd": 96,
+  "n_head": 4,
+  "n_inner": 384,
+  "n_layer": 3,
+  "n_positions": 128,
+  "pad_token_id": 0,
+  "reorder_and_upcast_attn": false,
+  "resid_pdrop": 0.1,
+  "scale_attn_by_inverse_layer_idx": false,
+  "scale_attn_weights": true,
+  "summary_activation": null,
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "transformers_version": "4.57.3",
+  "use_cache": true,
+  "vocab_size": 4610
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.57.3"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:41501b95cf9b55148e42df24585ec6955bc21c7aaea435ad8a7ba0180cb98318
+size 3166048

vocab.json

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+{"<pad>": 0, "<eos>": 1, "a1a1": 2, "a1a2": 3, "a1a3": 4, "a1a4": 5, "a1a5": 6, "a1a6": 7, "a1a7": 8, "a1a8": 9, "a1b1": 10, "a1b2": 11, "a1b3": 12, "a1b4": 13, "a1b5": 14, "a1b6": 15, "a1b7": 16, "a1b8": 17, "a1c1": 18, "a1c2": 19, "a1c3": 20, "a1c4": 21, "a1c5": 22, "a1c6": 23, "a1c7": 24, "a1c8": 25, "a1d1": 26, "a1d2": 27, "a1d3": 28, "a1d4": 29, "a1d5": 30, "a1d6": 31, "a1d7": 32, "a1d8": 33, "a1e1": 34, "a1e2": 35, "a1e3": 36, "a1e4": 37, "a1e5": 38, "a1e6": 39, "a1e7": 40, "a1e8": 41, "a1f1": 42, "a1f2": 43, "a1f3": 44, "a1f4": 45, "a1f5": 46, "a1f6": 47, "a1f7": 48, "a1f8": 49, "a1g1": 50, "a1g2": 51, "a1g3": 52, "a1g4": 53, "a1g5": 54, "a1g6": 55, "a1g7": 56, "a1g8": 57, "a1h1": 58, "a1h2": 59, "a1h3": 60, "a1h4": 61, "a1h5": 62, "a1h6": 63, "a1h7": 64, "a1h8": 65, "a2a1": 66, "a2a2": 67, "a2a3": 68, "a2a4": 69, "a2a5": 70, "a2a6": 71, "a2a7": 72, "a2a8": 73, "a2b1": 74, "a2b2": 75, "a2b3": 76, "a2b4": 77, "a2b5": 78, "a2b6": 79, "a2b7": 80, "a2b8": 81, "a2c1": 82, "a2c2": 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