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  1. README.md +12 -0
  2. config.json +39 -0
  3. generation_config.json +6 -0
  4. pytorch_model.bin +3 -0
  5. tokenizer.json +0 -0
README.md ADDED
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+ ---
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+ license: mit
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+ inference: False
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+ ---
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+
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+ The TopicGPT model has been developed with the aim of detecting and extracting the primary subject matter of conversations. This capability can prove to be exceedingly useful in a wide range of natural language processing applications. To use the TopicGPT model, enter an input conversational text or data for analysis. Subsequently, the model processes the input and returns a reasonably accurate estimate of the topics of the conversation.
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+ **Additional Details**
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+
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+ It is essential to note that the input provided to this model must commence with #CONTEXT# (BOS) and terminate with #TOPIC# (EOS). Here is an example:
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+
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+ #CONTEXT# The quick brown fox jumps over the lazy dog! #TOPIC#
config.json ADDED
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+ {
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+ "_name_or_path": "gpt2-large",
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+ "activation_function": "gelu_new",
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+ "architectures": [
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+ "GPT2LMHeadModel"
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+ ],
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+ "attn_pdrop": 0.1,
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+ "bos_token_id": 50256,
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+ "embd_pdrop": 0.1,
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+ "eos_token_id": 50256,
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+ "initializer_range": 0.02,
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+ "layer_norm_epsilon": 1e-05,
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+ "model_type": "gpt2",
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+ "n_ctx": 1024,
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+ "n_embd": 1280,
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+ "n_head": 20,
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+ "n_inner": null,
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+ "n_layer": 36,
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+ "n_positions": 1024,
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+ "reorder_and_upcast_attn": false,
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+ "resid_pdrop": 0.1,
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+ "scale_attn_by_inverse_layer_idx": false,
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+ "scale_attn_weights": true,
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+ "summary_activation": null,
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+ "summary_first_dropout": 0.1,
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+ "summary_proj_to_labels": true,
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+ "summary_type": "cls_index",
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+ "summary_use_proj": true,
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+ "task_specific_params": {
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+ "text-generation": {
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+ "do_sample": true,
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+ "max_length": 50
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+ }
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+ },
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.28.1",
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+ "use_cache": true,
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+ "vocab_size": 50257
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+ }
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 50256,
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+ "eos_token_id": 50256,
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+ "transformers_version": "4.28.1"
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+ }
pytorch_model.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:abeb100a7f944ad3f26052daed72fe8dac78d660524a5b663178cc26e60d6b60
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+ size 1585974845
tokenizer.json ADDED
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