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KTO Fine-Tune of Yi 1.5 34B for function-calling with strict JSON

Full fine-tuning recipe: KTO on Yi 1.5 34B via Megatron-LM, targeting 2x A100 80GB, with data mix and eval plan.

531363

KTO Fine-Tune of Llama 3.1 8B for legal clause extraction

Full fine-tuning recipe: KTO on Llama 3.1 8B via DeepSpeed, targeting 2x A100 80GB, with data mix and eval plan.

344916

KTO Fine-Tune of Llama 3.1 70B for customer support classification

Full fine-tuning recipe: KTO on Llama 3.1 70B via Hugging Face TRL, targeting 4x A100 40GB, with data mix and eval plan.

213149

KTO Fine-Tune of Mistral Nemo 12B for function-calling with strict JSON

Full fine-tuning recipe: KTO on Mistral Nemo 12B via Megatron-LM, targeting 4x A100 40GB, with data mix and eval plan.

110914

KTO Fine-Tune of Qwen 2.5 7B for legal clause extraction

Full fine-tuning recipe: KTO on Qwen 2.5 7B via FSDP, targeting 4x A100 40GB, with data mix and eval plan.

217543

KTO Fine-Tune of Qwen 2.5-Coder 7B for customer support classification

Full fine-tuning recipe: KTO on Qwen 2.5-Coder 7B via LLaMA-Factory, targeting 8x H100, with data mix and eval plan.

14325

KTO Fine-Tune of Gemma 2 9B for function-calling with strict JSON

Full fine-tuning recipe: KTO on Gemma 2 9B via Axolotl, targeting 8x H100, with data mix and eval plan.

38997

KTO Fine-Tune of Phi-3.5-mini for legal clause extraction

Full fine-tuning recipe: KTO on Phi-3.5-mini via LitGPT, targeting single RTX 4090 (24GB), with data mix and eval plan.

195178

KTO Fine-Tune of Phi-4 for customer support classification

Full fine-tuning recipe: KTO on Phi-4 via LLaMA-Factory, targeting single RTX 4090 (24GB), with data mix and eval plan.

3381252

KTO Fine-Tune of Mixtral 8x7B for function-calling with strict JSON

Full fine-tuning recipe: KTO on Mixtral 8x7B via Axolotl, targeting single RTX 3090 (24GB), with data mix and eval plan.

141616

KTO Fine-Tune of Mixtral 8x22B for legal clause extraction

Full fine-tuning recipe: KTO on Mixtral 8x22B via LitGPT, targeting single RTX 3090 (24GB), with data mix and eval plan.

3241463

KTO Fine-Tune of Yi 1.5 34B for customer support classification

Full fine-tuning recipe: KTO on Yi 1.5 34B via torchtune, targeting single RTX 3090 (24GB), with data mix and eval plan.