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Model: gshasiri/SmolLM3-Mid
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---
base_model: gshasiri/llama3.2-1B-chatml
library_name: transformers
model_name: SmolLM3-Mid
tags:
- generated_from_trainer
- trl
- sft
- alignment-handbook
licence: license
---
# Model Card for SmolLM3-Mid
This model is a fine-tuned version of [gshasiri/llama3.2-1B-chatml](https://huggingface.co/gshasiri/llama3.2-1B-chatml).
It has been trained using [TRL](https://github.com/huggingface/trl).
## Quick start
```python
from transformers import pipeline
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?"
generator = pipeline("text-generation", model="gshasiri/SmolLM3-Mid", device="cuda")
output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
print(output["generated_text"])
```
## Training procedure
[<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/shamanework-pl/huggingface/runs/want05c8)
This model was trained with SFT.
### Framework versions
- TRL: 0.25.0
- Transformers: 4.57.1
- Pytorch: 2.6.0+cu126
- Datasets: 4.4.1
- Tokenizers: 0.22.1
## Citations
Cite TRL as:
```bibtex
@misc{vonwerra2022trl,
title = {{TRL: Transformer Reinforcement Learning}},
author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallou{\'e}dec},
year = 2020,
journal = {GitHub repository},
publisher = {GitHub},
howpublished = {\url{https://github.com/huggingface/trl}}
}
```

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{
"epoch": 2.0,
"total_flos": 4.107393905038092e+20,
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"train_runtime": 276842.9058,
"train_samples": 4779894,
"train_samples_per_second": 7.781,
"train_steps_per_second": 0.041
}

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{%- for message in messages -%}
{{- "<|im_start|>" + message.role + "\n" + message.content + "<|im_end|>" + "\n" -}}
{%- endfor -%}
{%- if add_generation_prompt -%}
{{- "<|im_start|>assistant\n" -}}
{%- endif -%}

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{
"architectures": [
"LlamaForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 128000,
"dtype": "bfloat16",
"eos_token_id": 128012,
"head_dim": 64,
"hidden_act": "silu",
"hidden_size": 2048,
"initializer_range": 0.02,
"intermediate_size": 8192,
"max_position_embeddings": 131072,
"mlp_bias": false,
"model_type": "llama",
"num_attention_heads": 32,
"num_hidden_layers": 16,
"num_key_value_heads": 8,
"pretraining_tp": 1,
"rms_norm_eps": 1e-05,
"rope_scaling": {
"factor": 32.0,
"high_freq_factor": 4.0,
"low_freq_factor": 1.0,
"original_max_position_embeddings": 8192,
"rope_type": "llama3"
},
"rope_theta": 500000.0,
"tie_word_embeddings": true,
"transformers_version": "4.57.1",
"use_cache": true,
"vocab_size": 128256
}

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{
"_from_model_config": true,
"bos_token_id": 128000,
"do_sample": true,
"eos_token_id": 128012,
"temperature": 0.6,
"top_p": 0.9,
"transformers_version": "4.57.1"
}

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{
"bos_token": {
"content": "<|begin_of_text|>",
"lstrip": false,
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