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Model: wassname/llama-3.2-3b-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: tanliboy/Llama-3.2-3B
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datasets:
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- wassname/ultrachat_200k_filtered
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library_name: transformers
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model_name: llama-3.2-3b-sft
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tags:
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- generated_from_trainer
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- alignment-handbook
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licence: license
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---
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# Model Card for llama-3.2-3b-sft
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This model is a fine-tuned version of [tanliboy/Llama-3.2-3B](https://huggingface.co/tanliboy/Llama-3.2-3B) on the [['wassname/ultrachat_200k_filtered']](https://huggingface.co/datasets/['wassname/ultrachat_200k_filtered']) dataset.
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It has been trained using [TRL](https://github.com/huggingface/trl).
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Why? because experiments with DPO require a SFT model, this means you can't use base or instruction tuned you need an intermediate model such as https://huggingface.co/allenai/Olmo-3-7B-Think-SFT
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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="None", 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/wassname/huggingface/runs/82mx7iry)
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This model was trained with SFT.
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### Framework versions
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- TRL: 0.12.1
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- Transformers: 4.52.4
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- Pytorch: 2.7.0
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- Datasets: 3.6.0
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- Tokenizers: 0.21.1
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## Citations
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Cite TRL as:
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```bibtex
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@misc{vonwerra2022trl,
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title = {{TRL: Transformer Reinforcement Learning}},
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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 Gallouédec},
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year = 2020,
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journal = {GitHub repository},
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publisher = {GitHub},
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howpublished = {\url{https://github.com/huggingface/trl}}
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}
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```
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all_results.json
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all_results.json
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{
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"epoch": 1.0,
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"eval_loss": 1.1679222583770752,
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"eval_runtime": 577.8173,
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"eval_samples": 13187,
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"eval_samples_per_second": 11.824,
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"eval_steps_per_second": 3.942,
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"total_flos": 2.1312002805936947e+18,
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"train_loss": 1.184760999939929,
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"train_runtime": 31570.962,
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"train_samples": 117772,
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"train_samples_per_second": 1.949,
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"train_steps_per_second": 0.122
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}
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chat_template.jinja
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{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>
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'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>
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' }}{% endif %}
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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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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 3072,
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"initializer_range": 0.02,
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"intermediate_size": 8192,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 24,
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"num_hidden_layers": 28,
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"num_key_value_heads": 8,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": {
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"factor": 32.0,
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"high_freq_factor": 4.0,
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"low_freq_factor": 1.0,
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"rope_type": "llama3"
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"rope_theta": 500000.0,
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"tie_word_embeddings": true,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.52.4",
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"use_cache": true,
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"vocab_size": 128256
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}
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||||
33
special_tokens_map.json
Normal file
33
special_tokens_map.json
Normal file
@@ -0,0 +1,33 @@
|
||||
{
|
||||
"additional_special_tokens": [
|
||||
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|
||||
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|
||||
}
|
||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
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||||
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||||
size 17209945
|
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2073
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Normal file
2073
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
9
train_results.json
Normal file
9
train_results.json
Normal file
@@ -0,0 +1,9 @@
|
||||
{
|
||||
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||||
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||||
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|
||||
5585
trainer_state.json
Normal file
5585
trainer_state.json
Normal file
File diff suppressed because it is too large
Load Diff
3
training_args.bin
Normal file
3
training_args.bin
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
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||||
size 6097
|
||||
Reference in New Issue
Block a user