Naveed Ahmad

Unsloth vs Axolotl vs TRL vs LLaMA-Factory: A Fine-Tuning Framework Comparison on Speed, VRAM, and Multi-GPU

“> Unsloth: kernel-level gains on a single GPU Unsloth’s published benchmarks show 2x training speed for Llama 3.1 8B and Llama 3.3 70B. The setup used the Alpaca dataset, batch size 2, and gradient accumulation 4. QLoRA ran at rank 32 on all linear layers. The MoE results are larger. Unsloth fine-tuned unsloth/gpt-oss-20b-BF16 on an…

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United Stables Crosses $1B As Chainlink Data Feeds Secure U Token Collateral

Trusted Editorial content, reviewed by leading industry experts and seasoned editors. Ad Disclosure United Stables Crosses $1B As stablecoin“>Chainlink Data Feeds Secure U Token Collateral United Stables’ U token has crossed $1 billion in market capitalization, with Chainlink Data Feeds providing pricing and collateral data infrastructure across its deployment chains. The milestone matters because stablecoins…

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