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Model: Kazuki1450/Olmo-3-1025-7B_dsum_3_6_1p0_0p1_1p0_grpo_sapo_42_rule 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: allenai/Olmo-3-1025-7B
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library_name: transformers
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model_name: Olmo-3-1025-7B_dsum_3_6_1p0_0p1_1p0_grpo_sapo_42_rule
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tags:
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- generated_from_trainer
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- grpo
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- trl
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licence: license
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---
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# Model Card for Olmo-3-1025-7B_dsum_3_6_1p0_0p1_1p0_grpo_sapo_42_rule
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This model is a fine-tuned version of [allenai/Olmo-3-1025-7B](https://huggingface.co/allenai/Olmo-3-1025-7B).
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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="Kazuki1450/Olmo-3-1025-7B_dsum_3_6_1p0_0p1_1p0_grpo_sapo_42_rule", 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/kazukiegashira-eth-z-rich/label-noise-production/runs/8ulv4kjc)
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This model was trained with GRPO, a method introduced in [DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models](https://huggingface.co/papers/2402.03300).
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### Framework versions
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- TRL: 0.29.0
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- Transformers: 4.57.6
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- Pytorch: 2.9.0
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- Datasets: 4.8.2
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- Tokenizers: 0.22.2
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## Citations
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Cite GRPO as:
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```bibtex
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@article{shao2024deepseekmath,
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title = {{DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models}},
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author = {Zhihong Shao and Peiyi Wang and Qihao Zhu and Runxin Xu and Junxiao Song and Mingchuan Zhang and Y. K. Li and Y. Wu and Daya Guo},
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year = 2024,
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eprint = {arXiv:2402.03300},
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}
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```
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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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chat_template.jinja
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chat_template.jinja
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{#- https://huggingface.co/allenai/Olmo-3-7B-Instruct/blob/main/chat_template.jinja #}
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{%- set has_system = messages | selectattr('role', 'equalto', 'system') | list | length > 0 -%}
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{%- if not has_system -%}
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{{- '<|im_start|>system
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You are a helpful assistant.<|im_end|>
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' -}}
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{%- endif -%}
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{%- for message in messages -%}
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{%- if message['role'] == 'system' -%}
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{{- '<|im_start|>system
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' + message['content'] + '<|im_end|>
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' -}}
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{%- elif message['role'] == 'user' -%}
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{{- '<|im_start|>user
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' + message['content'] + '<|im_end|>
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' -}}
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{%- elif message['role'] == 'assistant' -%}
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{{- '<|im_start|>assistant
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' -}}
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{%- if message.get('content', none) is not none -%}
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{{- message['content'] -}}
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{%- endif -%}
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{%- if not loop.last -%}
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{{- '<|im_end|>
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' -}}
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{%- else -%}
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{{- eos_token -}}
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{%- endif -%}
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{%- elif message['role'] == 'environment' -%}
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{{- '<|im_start|>environment
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' + message['content'] + '<|im_end|>
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' -}}
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{%- endif -%}
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{%- if loop.last and add_generation_prompt -%}
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{{- '<|im_start|>assistant
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' -}}
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{%- endif -%}
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{%- endfor -%}
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checkpoint-100/chat_template.jinja
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checkpoint-100/chat_template.jinja
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{#- https://huggingface.co/allenai/Olmo-3-7B-Instruct/blob/main/chat_template.jinja #}
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{%- set has_system = messages | selectattr('role', 'equalto', 'system') | list | length > 0 -%}
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{%- if not has_system -%}
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{{- '<|im_start|>system
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You are a helpful assistant.<|im_end|>
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' -}}
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{%- endif -%}
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{%- for message in messages -%}
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{%- if message['role'] == 'system' -%}
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{{- '<|im_start|>system
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' + message['content'] + '<|im_end|>
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' -}}
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{%- elif message['role'] == 'user' -%}
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{{- '<|im_start|>user
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' + message['content'] + '<|im_end|>
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' -}}
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{%- elif message['role'] == 'assistant' -%}
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{{- '<|im_start|>assistant
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' -}}
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{%- if message.get('content', none) is not none -%}
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{{- message['content'] -}}
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{%- endif -%}
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{%- if not loop.last -%}
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{{- '<|im_end|>
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' -}}
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{%- else -%}
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{{- eos_token -}}
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{%- endif -%}
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{%- elif message['role'] == 'environment' -%}
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{{- '<|im_start|>environment
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' + message['content'] + '<|im_end|>
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' -}}
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{%- endif -%}
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{%- if loop.last and add_generation_prompt -%}
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{{- '<|im_start|>assistant
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' -}}
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{%- endif -%}
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{%- endfor -%}
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checkpoint-100/config.json
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checkpoint-100/config.json
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{
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"architectures": [
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"Olmo3ForCausalLM"
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention"
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],
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"max_position_embeddings": 65536,
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"model_type": "olmo3",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 32,
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"rope_type": "yarn"
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"rope_theta": 500000,
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"sliding_window": 4096,
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"tie_word_embeddings": false,
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"transformers_version": "4.57.6",
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"use_cache": true,
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"vocab_size": 100278
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}
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checkpoint-100/generation_config.json
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3634
checkpoint-100/trainer_state.json
Normal file
3634
checkpoint-100/trainer_state.json
Normal file
File diff suppressed because it is too large
Load Diff
3
checkpoint-100/training_args.bin
Normal file
3
checkpoint-100/training_args.bin
Normal file
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|
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1
checkpoint-100/vocab.json
Normal file
1
checkpoint-100/vocab.json
Normal file
File diff suppressed because one or more lines are too long
45
checkpoint-200/chat_template.jinja
Normal file
45
checkpoint-200/chat_template.jinja
Normal file
@@ -0,0 +1,45 @@
|
||||
{#- https://huggingface.co/allenai/Olmo-3-7B-Instruct/blob/main/chat_template.jinja #}
|
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|
||||
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||||
{%- set has_system = messages | selectattr('role', 'equalto', 'system') | list | length > 0 -%}
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
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||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
68
checkpoint-200/config.json
Normal file
68
checkpoint-200/config.json
Normal file
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|
||||
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|
||||
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8
checkpoint-200/generation_config.json
Normal file
8
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Normal file
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100001
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100001
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Normal file
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Load Diff
3
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|
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|
||||
3
checkpoint-200/optimizer.pt
Normal file
3
checkpoint-200/optimizer.pt
Normal file
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version https://git-lfs.github.com/spec/v1
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oid sha256:e8b5ce43788390e1c1423c5f82fb84a4968ba25ed11dd4f2588b5d7847b7fa3f
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3
checkpoint-200/rng_state_0.pth
Normal file
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||||
version https://git-lfs.github.com/spec/v1
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checkpoint-200/rng_state_1.pth
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3
checkpoint-200/rng_state_1.pth
Normal file
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||||
version https://git-lfs.github.com/spec/v1
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checkpoint-200/rng_state_2.pth
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3
checkpoint-200/rng_state_2.pth
Normal file
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||||
version https://git-lfs.github.com/spec/v1
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checkpoint-200/rng_state_3.pth
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3
checkpoint-200/rng_state_3.pth
Normal file
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||||
version https://git-lfs.github.com/spec/v1
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oid sha256:a35cb7e5d5100cc9a9526676c68f346f1abcca1bea6097b7b550e68a36ffab85
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size 15429
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3
checkpoint-200/scheduler.pt
Normal file
3
checkpoint-200/scheduler.pt
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:f5aeef88abc81e2c3667e8557adfcc03891776af765204be166844321100d275
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size 1465
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17
checkpoint-200/special_tokens_map.json
Normal file
17
checkpoint-200/special_tokens_map.json
Normal file
@@ -0,0 +1,17 @@
|
||||
{
|
||||
"eos_token": {
|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
500524
checkpoint-200/tokenizer.json
Normal file
500524
checkpoint-200/tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
190
checkpoint-200/tokenizer_config.json
Normal file
190
checkpoint-200/tokenizer_config.json
Normal file
@@ -0,0 +1,190 @@
|
||||
{
|
||||
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|
||||
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|
||||
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|
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|
||||
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|
||||
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|
||||
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|
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||||
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||||
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|
||||
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|
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|
||||
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|
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|
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|
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|
||||
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|
||||
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|
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|
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|
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|
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|
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|
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|
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|
||||
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|
||||
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|
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|
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|
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|
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|
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|
||||
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|
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|
||||
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|
||||
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
||||
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
||||
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|
||||
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|
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|
||||
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|
||||
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|
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|
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|
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|
||||
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||||
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|
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|
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|
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|
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|
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|
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|
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|
||||
}
|
||||
7234
checkpoint-200/trainer_state.json
Normal file
7234
checkpoint-200/trainer_state.json
Normal file
File diff suppressed because it is too large
Load Diff
3
checkpoint-200/training_args.bin
Normal file
3
checkpoint-200/training_args.bin
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
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oid sha256:3b59a81dfbc9c5932d391ba922b3aa89673f56e850a9591fb187f75e0480c40c
|
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size 7953
|
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1
checkpoint-200/vocab.json
Normal file
1
checkpoint-200/vocab.json
Normal file
File diff suppressed because one or more lines are too long
45
checkpoint-300/chat_template.jinja
Normal file
45
checkpoint-300/chat_template.jinja
Normal file
@@ -0,0 +1,45 @@
|
||||
{#- https://huggingface.co/allenai/Olmo-3-7B-Instruct/blob/main/chat_template.jinja #}
|
||||
|
||||
|
||||
{%- set has_system = messages | selectattr('role', 'equalto', 'system') | list | length > 0 -%}
|
||||
{%- if not has_system -%}
|
||||
{{- '<|im_start|>system
|
||||
You are a helpful assistant.<|im_end|>
|
||||
' -}}
|
||||
{%- endif -%}
|
||||
|
||||
{%- for message in messages -%}
|
||||
{%- if message['role'] == 'system' -%}
|
||||
{{- '<|im_start|>system
|
||||
' + message['content'] + '<|im_end|>
|
||||
' -}}
|
||||
|
||||
{%- elif message['role'] == 'user' -%}
|
||||
{{- '<|im_start|>user
|
||||
' + message['content'] + '<|im_end|>
|
||||
' -}}
|
||||
|
||||
{%- elif message['role'] == 'assistant' -%}
|
||||
{{- '<|im_start|>assistant
|
||||
' -}}
|
||||
{%- if message.get('content', none) is not none -%}
|
||||
{{- message['content'] -}}
|
||||
{%- endif -%}
|
||||
{%- if not loop.last -%}
|
||||
{{- '<|im_end|>
|
||||
' -}}
|
||||
{%- else -%}
|
||||
{{- eos_token -}}
|
||||
{%- endif -%}
|
||||
|
||||
{%- elif message['role'] == 'environment' -%}
|
||||
{{- '<|im_start|>environment
|
||||
' + message['content'] + '<|im_end|>
|
||||
' -}}
|
||||
{%- endif -%}
|
||||
|
||||
{%- if loop.last and add_generation_prompt -%}
|
||||
{{- '<|im_start|>assistant
|
||||
' -}}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
68
checkpoint-300/config.json
Normal file
68
checkpoint-300/config.json
Normal file
@@ -0,0 +1,68 @@
|
||||
{
|
||||
"architectures": [
|
||||
"Olmo3ForCausalLM"
|
||||
],
|
||||
"attention_bias": false,
|
||||
"attention_dropout": 0.0,
|
||||
"dtype": "bfloat16",
|
||||
"eos_token_id": 100257,
|
||||
"hidden_act": "silu",
|
||||
"hidden_size": 4096,
|
||||
"initializer_range": 0.02,
|
||||
"intermediate_size": 11008,
|
||||
"layer_types": [
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"full_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"full_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"full_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"full_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"full_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
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3
checkpoint-300/optimizer.pt
Normal file
3
checkpoint-300/optimizer.pt
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
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checkpoint-300/rng_state_0.pth
Normal file
3
checkpoint-300/rng_state_0.pth
Normal file
@@ -0,0 +1,3 @@
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||||
version https://git-lfs.github.com/spec/v1
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checkpoint-300/rng_state_1.pth
Normal file
3
checkpoint-300/rng_state_1.pth
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
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checkpoint-300/rng_state_2.pth
Normal file
3
checkpoint-300/rng_state_2.pth
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
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||||
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3
checkpoint-300/rng_state_3.pth
Normal file
3
checkpoint-300/rng_state_3.pth
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
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||||
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size 15429
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3
checkpoint-300/scheduler.pt
Normal file
3
checkpoint-300/scheduler.pt
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
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||||
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size 1465
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17
checkpoint-300/special_tokens_map.json
Normal file
17
checkpoint-300/special_tokens_map.json
Normal file
@@ -0,0 +1,17 @@
|
||||
{
|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
500524
checkpoint-300/tokenizer.json
Normal file
500524
checkpoint-300/tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
190
checkpoint-300/tokenizer_config.json
Normal file
190
checkpoint-300/tokenizer_config.json
Normal file
@@ -0,0 +1,190 @@
|
||||
{
|
||||
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|
||||
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|
||||
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|
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|
||||
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|
||||
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|
||||
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|
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|
||||
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||||
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||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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|
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|
||||
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|
||||
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|
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|
||||
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|
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
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|
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|
||||
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||||
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|
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|
||||
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|
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|
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|
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||||
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|
||||
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|
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|
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|
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|
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|
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|
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|
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}
|
||||
10834
checkpoint-300/trainer_state.json
Normal file
10834
checkpoint-300/trainer_state.json
Normal file
File diff suppressed because it is too large
Load Diff
3
checkpoint-300/training_args.bin
Normal file
3
checkpoint-300/training_args.bin
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
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size 7953
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1
checkpoint-300/vocab.json
Normal file
1
checkpoint-300/vocab.json
Normal file
File diff suppressed because one or more lines are too long
45
checkpoint-400/chat_template.jinja
Normal file
45
checkpoint-400/chat_template.jinja
Normal file
@@ -0,0 +1,45 @@
|
||||
{#- https://huggingface.co/allenai/Olmo-3-7B-Instruct/blob/main/chat_template.jinja #}
|
||||
|
||||
|
||||
{%- set has_system = messages | selectattr('role', 'equalto', 'system') | list | length > 0 -%}
|
||||
{%- if not has_system -%}
|
||||
{{- '<|im_start|>system
|
||||
You are a helpful assistant.<|im_end|>
|
||||
' -}}
|
||||
{%- endif -%}
|
||||
|
||||
{%- for message in messages -%}
|
||||
{%- if message['role'] == 'system' -%}
|
||||
{{- '<|im_start|>system
|
||||
' + message['content'] + '<|im_end|>
|
||||
' -}}
|
||||
|
||||
{%- elif message['role'] == 'user' -%}
|
||||
{{- '<|im_start|>user
|
||||
' + message['content'] + '<|im_end|>
|
||||
' -}}
|
||||
|
||||
{%- elif message['role'] == 'assistant' -%}
|
||||
{{- '<|im_start|>assistant
|
||||
' -}}
|
||||
{%- if message.get('content', none) is not none -%}
|
||||
{{- message['content'] -}}
|
||||
{%- endif -%}
|
||||
{%- if not loop.last -%}
|
||||
{{- '<|im_end|>
|
||||
' -}}
|
||||
{%- else -%}
|
||||
{{- eos_token -}}
|
||||
{%- endif -%}
|
||||
|
||||
{%- elif message['role'] == 'environment' -%}
|
||||
{{- '<|im_start|>environment
|
||||
' + message['content'] + '<|im_end|>
|
||||
' -}}
|
||||
{%- endif -%}
|
||||
|
||||
{%- if loop.last and add_generation_prompt -%}
|
||||
{{- '<|im_start|>assistant
|
||||
' -}}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
68
checkpoint-400/config.json
Normal file
68
checkpoint-400/config.json
Normal file
@@ -0,0 +1,68 @@
|
||||
{
|
||||
"architectures": [
|
||||
"Olmo3ForCausalLM"
|
||||
],
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"full_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"full_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"full_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"full_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"full_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"full_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"full_attention",
|
||||
"sliding_attention",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
}
|
||||
8
checkpoint-400/generation_config.json
Normal file
8
checkpoint-400/generation_config.json
Normal file
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"_from_model_config": true,
|
||||
"eos_token_id": [
|
||||
100257
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
100001
checkpoint-400/merges.txt
Normal file
100001
checkpoint-400/merges.txt
Normal file
File diff suppressed because it is too large
Load Diff
3
checkpoint-400/model-00001-of-00003.safetensors
Normal file
3
checkpoint-400/model-00001-of-00003.safetensors
Normal file
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|
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|
||||
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checkpoint-400/model-00002-of-00003.safetensors
Normal file
3
checkpoint-400/model-00002-of-00003.safetensors
Normal file
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|
||||
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|
||||
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checkpoint-400/model-00003-of-00003.safetensors
Normal file
3
checkpoint-400/model-00003-of-00003.safetensors
Normal file
@@ -0,0 +1,3 @@
|
||||
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||||
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size 4644917240
|
||||
363
checkpoint-400/model.safetensors.index.json
Normal file
363
checkpoint-400/model.safetensors.index.json
Normal file
@@ -0,0 +1,363 @@
|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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||||
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14434
checkpoint-400/trainer_state.json
Normal file
14434
checkpoint-400/trainer_state.json
Normal file
File diff suppressed because it is too large
Load Diff
3
checkpoint-400/training_args.bin
Normal file
3
checkpoint-400/training_args.bin
Normal file
@@ -0,0 +1,3 @@
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checkpoint-400/vocab.json
Normal file
1
checkpoint-400/vocab.json
Normal file
File diff suppressed because one or more lines are too long
45
checkpoint-500/chat_template.jinja
Normal file
45
checkpoint-500/chat_template.jinja
Normal file
@@ -0,0 +1,45 @@
|
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{#- https://huggingface.co/allenai/Olmo-3-7B-Instruct/blob/main/chat_template.jinja #}
|
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{%- set has_system = messages | selectattr('role', 'equalto', 'system') | list | length > 0 -%}
|
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{%- if not has_system -%}
|
||||
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|
||||
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|
||||
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|
||||
|
||||
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|
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|
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|
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|
||||
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|
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|
||||
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|
||||
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|
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|
||||
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|
||||
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68
checkpoint-500/config.json
Normal file
68
checkpoint-500/config.json
Normal file
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||||
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|
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8
checkpoint-500/generation_config.json
Normal file
8
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Normal file
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100001
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Normal file
100001
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Normal file
File diff suppressed because it is too large
Load Diff
3
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500524
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500524
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File diff suppressed because it is too large
Load Diff
190
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190
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Normal file
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Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user