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README.md

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+---
+language: en
+tags:
+- babelbit
+- text-generation
+- conversational
+license: apache-2.0
+metrics:
+- challenge_score
+---
+
+# distilgpt2-validator-quick-v1
+
+This model was trained using the Babelbit MLOps platform and deployed via the integrated deployment pipeline.
+
+## Model Details
+
+- **Model Name**: distilgpt2-validator-quick-v1
+- **Challenge Score**: 0.0580
+- **Training Dataset**: Babelfish/Puzzle_Codebreaking_Association
+- **Base Model**: distilgpt2
+- **Parameters**: 82M
+
+## Training Configuration
+
+{}
+
+## Deployment
+
+This model is deployed on:
+- 🤗 HuggingFace Hub: sasn59/distilgpt2-validator-quick-v1
+- ⛓️ Chutes Network: Active
+
+## Usage
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+tokenizer = AutoTokenizer.from_pretrained("sasn59/distilgpt2-validator-quick-v1")
+model = AutoModelForCausalLM.from_pretrained("sasn59/distilgpt2-validator-quick-v1")
+
+# Generate text
+inputs = tokenizer("Hello, I am", return_tensors="pt")
+outputs = model.generate(**inputs, max_length=50)
+print(tokenizer.decode(outputs[0], skip_special_tokens=True))
+```
+
+## Performance Metrics
+
+- **Lexical Score**: 0.0000
+- **Semantic Score**: 0.0000
+- **Earliness Score**: 0.0000
+
+---
+
+*Generated by Babelbit MLOps Dashboard*

config.json

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+{
+  "_num_labels": 1,
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 50256,
+  "dtype": "float32",
+  "embd_pdrop": 0.1,
+  "eos_token_id": 50256,
+  "id2label": {
+    "0": "LABEL_0"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "LABEL_0": 0
+  },
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_ctx": 1024,
+  "n_embd": 768,
+  "n_head": 12,
+  "n_inner": null,
+  "n_layer": 6,
+  "n_positions": 1024,
+  "pad_token_id": 50256,
+  "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,
+  "task_specific_params": {
+    "text-generation": {
+      "do_sample": true,
+      "max_length": 50
+    }
+  },
+  "transformers_version": "4.57.1",
+  "use_cache": true,
+  "vocab_size": 50257
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 50256,
+  "eos_token_id": [
+    50256
+  ],
+  "pad_token_id": 50256,
+  "transformers_version": "4.57.1"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:548ac987f7452e957a7e6af133909fba21c6dca1bfc5a28d364a3f730bde7eef
+size 327657928

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|>"
+}