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Model: mnoukhov/nuevamol-135m-reinvent-sft Source: Original Platform
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README.md
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README.md
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---
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base_model: mnoukhov/nuevamol-135m-6B-wd3
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library_name: transformers
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model_name: nuevamol-135m-reinvent-sft
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tags:
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- generated_from_trainer
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- sft
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- trl
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licence: license
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---
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# Model Card for nuevamol-135m-reinvent-sft
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This model is a fine-tuned version of [mnoukhov/nuevamol-135m-6B-wd3](https://huggingface.co/mnoukhov/nuevamol-135m-6B-wd3).
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It has been trained using [TRL](https://github.com/huggingface/trl).
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## Quick start
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```python
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from transformers import pipeline
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question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
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generator = pipeline("text-generation", model="mnoukhov/nuevamol-135m-reinvent-sft", device="cuda")
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output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
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print(output["generated_text"])
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```
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## Training procedure
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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/diegos-mila/chem-llm-pipeline/runs/ysk1thks)
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This model was trained with SFT.
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### Framework versions
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- TRL: 1.5.1
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- Transformers: 5.3.0
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- Pytorch: 2.9.0
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- Datasets: 4.8.5
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- Tokenizers: 0.22.1
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## Citations
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Cite TRL as:
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```bibtex
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@software{vonwerra2020trl,
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title = {{TRL: Transformers Reinforcement Learning}},
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author = {von Werra, Leandro and Belkada, Younes and Tunstall, Lewis and Beeching, Edward and Thrush, Tristan and Lambert, Nathan and Huang, Shengyi and Rasul, Kashif and Gallouédec, Quentin},
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license = {Apache-2.0},
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url = {https://github.com/huggingface/trl},
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year = {2020}
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}
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```
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config.json
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config.json
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{
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 389,
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"dtype": "bfloat16",
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"eos_token_id": 388,
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"head_dim": 64,
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"hidden_act": "silu",
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"hidden_size": 576,
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"initializer_range": 0.041666666666666664,
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"intermediate_size": 1536,
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"is_llama_config": true,
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"max_position_embeddings": 8192,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 9,
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"num_hidden_layers": 30,
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"num_key_value_heads": 3,
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"pad_token_id": 387,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_interleaved": false,
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"rope_parameters": {
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"rope_theta": 100000,
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"rope_type": "default"
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},
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"tie_word_embeddings": true,
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"transformers_version": "5.3.0",
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"use_cache": false,
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"vocab_size": 391
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 389,
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"eos_token_id": [
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388
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],
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"pad_token_id": 387,
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"transformers_version": "5.3.0"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5ef556157fdd1f7b18d37ba85bd6587476074904a660e2a36173ddcedeae47a7
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size 212887704
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tokenizer.json
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tokenizer.json
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tokenizer_config.json
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{
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"backend": "tokenizers",
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"bos_token": "[BOS]",
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"clean_up_tokenization_spaces": false,
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"eos_token": "[EOS]",
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"is_local": false,
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"model_max_length": 128,
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"pad_token": "[PAD]",
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"tokenizer_class": "TokenizersBackend",
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"unk_token": "[UNK]"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4535030613e5d8243c2e613a50653afe75ef01b43921611d76040874a3363ca9
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size 5841
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wandb_run_info.json
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{"run_id": "ysk1thks", "run_name": "nuevamol-135m-reinvent-sft", "project": "chem-llm-pipeline"}
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