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6
Mario Zupan
mariozupan
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19 days ago
My weekened project ended up being doing some testing between torchtune, axolotl, and unsloth. I *think* it's a 1:1 comparison of what LoRA fine-tuning performance looks like between the different hardware I have in my dev boxes (4090, 3090, 7900 XTX, W7900) with a few other interesting tidbits. Tonight I wrote up a WandB report (the panel editor is super broken in Firefox 😔) that sums up some of the more interesting bits from the results: https://wandb.ai/augmxnt/train-bench/reports/torchtune-vs-axolotl-vs-unsloth-Trainer-Comparison--Vmlldzo4MzU3NTAx
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WizardLMTeam/WizardMath-7B-V1.1
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TheBloke/WizardMath-13B-V1.0-GGML
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WizardLMTeam/WizardMath-7B-V1.1
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TheBloke/WizardMath-13B-V1.0-GGML
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WizardLMTeam/WizardMath-7B-V1.0
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tavtav/mistral-7B-markdown-chat-v2
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AIFS/Llama3-8x8B-Time-Agents
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cognitivecomputations/dolphin-2.5-mixtral-8x7b
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