Duplicate from ahmet1338/gpt-2-experimental

Co-authored-by: Ahmet Can GÜNAY <[email protected]>

.gitattributes

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+*.bin.* filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tar.gz filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text

.gitignore

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+Pipfile
+Pipfile.lock

README.md

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+---
+language: tr
+tags:
+- turkish
+- tr
+- gpt2-tr
+- gpt2-turkish
+license: mit
+metrics:
+- accuracy
+---
+# Turkish GPT-2 Model (Experimental)
+
+I've made available a GPT-2 model for Turkish that I trained on a variety of texts. 
+
+The model is intended to serve as a starting point for text-specific adjustments.
+
+
+## Training Source
+
+I used a Turkish corpus that is taken from different written and oral sources.
+
+
+I developed a LLM model with 50k vocabulary using the Custom Tokenizers library using the training resources.
+
+I could train the GPT-2 for Turkish using the entire training corpus (ten epochs) after developing the vocabulary.
+
+
+
+## Using the model
+
+The model itself can be used in this way:
+
+``` python
+from transformers import AutoTokenizer, AutoModelWithLMHead
+tokenizer = AutoTokenizer.from_pretrained("ahmet1338/gpt-2-experimental")
+model = AutoModelWithLMHead.from_pretrained("ahmet1338/gpt-2-experimental")
+```
+
+
+To generating text, we can use these lines of code which is Transformers Pipelines:
+
+``` python
+from transformers import pipeline
+pipe = pipeline('text-generation', model="ahmet1338/gpt-2-experimental",
+                 tokenizer="ahmet1338/gpt-2-experimental", config={'max_length':800})   
+text = pipe("Akşamüstü yolda ilerlerken, ")[0]["generated_text"]
+print(text)
+```
+
+### How to clone the model repo?
+```
+git lfs install
+git clone https://huggingface.co/ahmet1338/gpt-2-experimential
+```
+

config.json

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+{
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 50256,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 50256,
+  "gradient_checkpointing": false,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_ctx": 1024,
+  "n_embd": 768,
+  "n_head": 12,
+  "n_inner": null,
+  "n_layer": 12,
+  "n_positions": 1024,
+  "resid_pdrop": 0.1,
+  "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
+    }
+  },
+  "vocab_size": 50257
+}

flax_model.msgpack

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metadata.json

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+{
+    "tags":[
+        "tr",
+        "turkish",
+        "gpt2-tr",
+        "gpt2-turkish"
+        "Türkçe"
+    ],
+    "languages":[
+        "tr"
+    ]
+}

pytorch_model.bin

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special_tokens_map.json

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tokenizer_config.json

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training_args.bin

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