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Ripple 65B Preview MLX Mixed 4bit by araysuter

By araysuter · 238 downloads
HF Repo ↗ Copy URL

Ripple 65B Preview MLX Mixed 4bit is an open-source language model by araysuter. Features: 65b LLM, VRAM: 0.2GB, Context: 2048K, License: apache-2.0, Quantized.

  4-bit   4bit Base model:quantized:ricursive... Base model:ricursiveai/ripple-...   Conversational   Custom code   Mlx   Quantized   Region:us   Ricursive   Ripple   Safetensors
Model Card on HF 🤗: https://huggingface.co/araysuter/Ripple-65B-Preview-MLX-mixed-4bit 

Ripple 65B Preview MLX Mixed 4bit Parameters and Internals

LLM NameRipple 65B Preview MLX Mixed 4bit
Repository 🤗https://huggingface.co/araysuter/Ripple-65B-Preview-MLX-mixed-4bit 
Base Model(s)  Ripple 65B Preview   ricursiveAI/Ripple-65B-Preview
Model Size65b
Required VRAM0.2 GB
Updated2026-11-06
Maintaineraraysuter
Model Typericursive
Model Files  0.5 GB   0.8 GB   0.7 GB   0.7 GB   0.2 GB   0.7 GB   0.7 GB   0.7 GB   0.4 GB   0.8 GB   0.7 GB   0.7 GB   0.2 GB   0.7 GB   0.7 GB   0.7 GB   0.4 GB   0.7 GB   0.8 GB   0.7 GB   0.2 GB   0.7 GB   0.7 GB   0.7 GB   0.4 GB   0.8 GB   0.7 GB   0.7 GB   0.2 GB   0.7 GB   0.7 GB   0.7 GB   0.4 GB   0.7 GB   0.8 GB   0.7 GB   0.2 GB   0.7 GB   0.7 GB   0.7 GB   0.4 GB   0.8 GB   0.7 GB
Quantization Type4bit
Model ArchitectureRicursiveForCausalLM
Licenseapache-2.0
Context Length2097152
Model Max Length2097152
Transformers Version4.57.6
Vocabulary Size100352

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Ripple 65B Preview MLX 4bit2048K / 36.3 GB5285
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Note: green Score (e.g. "73.2") means that the model is better than araysuter/Ripple-65B-Preview-MLX-mixed-4bit.