Martin Müller
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Browse files- README.md +47 -0
- config.json +41 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- vocab.json +0 -0
README.md
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---
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language: fr
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license: mit
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tags:
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- pytorch
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- causal-lm
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datasets:
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- c4
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---
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# Cedille AI
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Cedille is a project to bring large language models to non-English languages.
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## Boris
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Boris is a 6B parameter autoregressive language model based on the GPT-J architecture and trained using the (mesh-transformer-jax)[https://github.com/kingoflolz/mesh-transformer-jax] codebase.
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Boris was trained on around 78B tokens of French text from the [C4](https://huggingface.co/datasets/c4) dataset. We started training from GPT-J, which has been trained on [The Pile](https://pile.eleuther.ai/). As a consequence the model still has good performance in English language. Boris makes use of the unmodified GPT-2 tokenizer.
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Boris is named after the great French writer [Boris Vian](https://en.wikipedia.org/wiki/Boris_Vian).
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# How do I test Cedille?
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For the time being, the easiest way to test the model is to use our [publicly accessible playground](https://en.cedille.ai/).
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Cedille is a relatively large model and running it in production can get expensive. Consider contacting us for API access.
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# How do I cite Cedille?
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Thanks for citing our work in case you build on top of Cedille. For the time being, please reference our work like so:
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```bibtex
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@misc{cedille2021,
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author = {Laurent, F. and Muller, M.},
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title = {Cedille AI},
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year = {2021},
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publisher = {GitHub},
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journal = {GitHub repository},
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howpublished = {\url{https://github.com/coteries/cedille-ai}}
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}
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```
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## Contact us
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For any custom development please contact us at [email protected].
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## Links
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* [Official website](https://en.cedille.ai/)
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* [Blog](https://en.cedille.ai/blog)
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* [GitHub](https://github.com/coteries/cedille-ai)
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* [Twitter](https://twitter.com/CedilleAI)
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config.json
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{
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"_name_or_path": ".",
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"activation_function": "gelu_new",
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"architectures": [
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"GPTJForCausalLM"
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],
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"attn_pdrop": 0.0,
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"bos_token_id": 50256,
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"embd_pdrop": 0.0,
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"eos_token_id": 50256,
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"gradient_checkpointing": false,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gptj",
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"n_ctx": 2048,
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"n_embd": 4096,
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"n_head": 16,
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"n_inner": null,
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"n_layer": 28,
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"n_positions": 2048,
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"resid_pdrop": 0.0,
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"rotary_dim": 64,
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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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"temperature": 1.0
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}
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},
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"tokenizer_class": "GPT2Tokenizer",
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"torch_dtype": "float32",
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"transformers_version": "4.12.5",
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"use_cache": true,
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"vocab_size": 50400
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}
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merges.txt
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:6f7816e3333f19cd82f088aacd5298bd6e86f2a1a14b36d4a9da6b8ec97bc317
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size 24321098883
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special_tokens_map.json
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{"bos_token": "<|endoftext|>", "eos_token": "<|endoftext|>", "unk_token": "<|endoftext|>"}
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tokenizer.json
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tokenizer_config.json
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{"unk_token": "<|endoftext|>", "bos_token": "<|endoftext|>", "eos_token": "<|endoftext|>", "add_prefix_space": false, "model_max_length": 1024, "special_tokens_map_file": null, "name_or_path": "gpt2", "tokenizer_class": "GPT2Tokenizer"}
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vocab.json
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