nongfuyulang
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End of training
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README.md
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license: llama3.1
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base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
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tags:
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- trl
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- sft
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- generated_from_trainer
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model-index:
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- name: engineer-heavy-500k-barc-llama3.1-8b-ins-fft-induction_lr1e-5_epoch3-1122
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results: []
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# engineer-heavy-500k-barc-llama3.1-8b-ins-fft-induction_lr1e-5_epoch3-1122
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This model is a fine-tuned version of [meta-llama/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) on the
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It achieves the following results on the evaluation set:
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- Loss: 0.2710
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license: llama3.1
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base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
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tags:
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- alignment-handbook
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- trl
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- sft
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- generated_from_trainer
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- trl
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- sft
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- generated_from_trainer
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datasets:
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- barc0/induction_heavy_100k_jsonl
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- barc0/induction_heavy_suggestfunction_100k_jsonl
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- barc0/induction_100k_gpt4o-mini_generated_problems_seed100.jsonl_messages_format_0.3
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- barc0/induction_100k-gpt4-description-gpt4omini-code_generated_problems_messages_format_0.3
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model-index:
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- name: engineer-heavy-500k-barc-llama3.1-8b-ins-fft-induction_lr1e-5_epoch3-1122
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results: []
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# engineer-heavy-500k-barc-llama3.1-8b-ins-fft-induction_lr1e-5_epoch3-1122
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This model is a fine-tuned version of [meta-llama/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) on the barc0/induction_heavy_100k_jsonl, the barc0/induction_heavy_suggestfunction_100k_jsonl, the barc0/induction_100k_gpt4o-mini_generated_problems_seed100.jsonl_messages_format_0.3 and the barc0/induction_100k-gpt4-description-gpt4omini-code_generated_problems_messages_format_0.3 datasets.
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It achieves the following results on the evaluation set:
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- Loss: 0.2710
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all_results.json
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{
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"epoch": 2.0,
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"total_flos": 2071185792860160.0,
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"train_loss": 0.28316346206181436,
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"train_runtime": 60100.1098,
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{
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"epoch": 2.0,
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"eval_loss": 0.2709648013114929,
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"eval_runtime": 405.2177,
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"eval_samples": 20178,
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"eval_samples_per_second": 49.795,
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"eval_steps_per_second": 0.39,
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"total_flos": 2071185792860160.0,
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"train_loss": 0.28316346206181436,
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"train_runtime": 60100.1098,
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config.json
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.45.0.dev0",
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"use_cache":
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"vocab_size": 128256
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}
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.45.0.dev0",
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"use_cache": true,
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"vocab_size": 128256
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}
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eval_results.json
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{
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"epoch": 2.0,
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"eval_loss": 0.2709648013114929,
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"eval_runtime": 405.2177,
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"eval_samples": 20178,
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"eval_samples_per_second": 49.795,
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"eval_steps_per_second": 0.39
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}
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runs/Nov22_05-44-44_msccl-dev-000001/events.out.tfevents.1732314905.msccl-dev-000001.2395521.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:d444f9aa293bcffca1a78d8a40cfc26f80c9712f8e7e1bf3659f533517cdbacc
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size 359
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