AmixDigital/BigBang-v1-mtp-oQ2.7e
<main style="max-width: 920px; margin: 0 auto; padding: 0 0 56px; color-scheme: inherit; color: light-dark(#15322E, #ECFFF9); background: light-dark(#FCFFFE, #071310); font-family: Geist, Inter, -apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica, Arial, sans-serif; font-size: 16px; line-height: 1.65; overflow-wrap: anywhere;"> <header style="margin: 0 0 36px; padding: clamp(30px, 5vw, 44px); border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 28px; background: linear-gradient(135deg, light-dark(#E7FFF5, #0A211B), light-dark(#FCFFFE, #071310)); box-shadow: 0 18px 50px light-dark(rgba(18, 85, 70, .10), rgba(0, 0, 0, .30));"> <span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em; text-transform: uppercase;">Community oQ quantization · Apple Silicon</span> <h1 style="max-width: 760px; margin: 18px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(30px, 4.6vw, 40px); line-height: 1.04; letter-spacing: -.04em;">BigBang-v1-mtp-oQ2.7e</h1> <p style="max-width: 58ch; margin: 16px 0 0; color: light-dark(#527068, #A5C9BD); font-size: clamp(17px, 2.1vw, 20px); line-height: 1.55;">One complete enhanced oQ2.7e MLX quantization of BigBang-v1 MTP for local Apple Silicon inference.</p> <div style="display: flex; flex-wrap: wrap; gap: 0; margin-top: 22px; border-top: 1px solid light-dark(#C8E8DE, #235449); border-bottom: 1px solid light-dark(#C8E8DE, #235449);"> <div style="flex: 1 1 145px; min-width: 0; padding: 13px 12px 13px 0;"><strong style="display: block; color: light-dark(#0C2620, #FCFFFE); font-size: 16px;">oQ2.7e</strong><span style="color: light-dark(#527068, #A5C9BD); font-size: 12px;">enhanced oQ level</span></div> <div style="flex: 1 1 145px; min-width: 0; padding: 13px 12px; border-left: 1px solid light-dark(#C8E8DE, #235449);"><strong style="display: block; color: light-dark(#0C2620, #FCFFFE); font-size: 16px;">14.259 GiB</strong><span style="color: light-dark(#527068, #A5C9BD); font-size: 12px;">complete repository size</span></div> <div style="flex: 1 1 145px; min-width: 0; padding: 13px 12px; border-left: 1px solid light-dark(#C8E8DE, #235449);"><strong style="display: block; color: light-dark(#0C2620, #FCFFFE); font-size: 16px;">4 MLX shards</strong><span style="color: light-dark(#527068, #A5C9BD); font-size: 12px;">one intact artifact</span></div> <div style="flex: 1 1 145px; min-width: 0; padding: 13px 0 13px 12px; border-left: 1px solid light-dark(#C8E8DE, #235449);"><strong style="display: block; color: light-dark(#0C2620, #FCFFFE); font-size: 16px;">128 GB reported</strong><span style="color: light-dark(#527068, #A5C9BD); font-size: 12px;">family smoke test</span></div> </div> </header>
<nav aria-label="Model card sections" style="display: flex; flex-wrap: wrap; gap: 8px 18px; margin: -10px 0 36px; padding: 0 4px 18px; border-bottom: 1px solid light-dark(#C8E8DE, #235449); font-size: 13px; font-weight: 700;"> <a href="#about-this-release" style="color: light-dark(#087E6A, #6FFFE8); text-decoration: none;">Overview</a> <a href="#model-details" style="color: light-dark(#087E6A, #6FFFE8); text-decoration: none;">Model</a> <a href="#transformation-details" style="color: light-dark(#087E6A, #6FFFE8); text-decoration: none;">Build</a> <a href="#usage" style="color: light-dark(#087E6A, #6FFFE8); text-decoration: none;">Usage</a> <a href="#evaluation-and-performance" style="color: light-dark(#087E6A, #6FFFE8); text-decoration: none;">Evaluation</a> <a href="#license-and-responsible-use" style="color: light-dark(#087E6A, #6FFFE8); text-decoration: none;">License</a> </nav>
<section id="about-this-release" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"> <div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">01 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">About This Release</h2></div> <div style="padding: clamp(26px, 4.2vw, 36px);"><p style="max-width: 72ch; margin: 0 0 14px;"><strong style="color: light-dark(#087E6A, #6FFFE8);">BigBang-v1-mtp-oQ2.7e</strong> is an independent, standalone MLX oQ quantization of <a href="https://huggingface.co/endless-frontier/BigBang-v1" style="color: light-dark(#087E6A, #6FFFE8); font-weight: 700;">endless-frontier/BigBang-v1</a>. This repository contains exactly one complete oQ2.7e level, not a mixture of alternative tiers.</p><ol style="max-width: 72ch; margin: 0; padding-left: 22px;"><li style="margin-bottom: 7px;"><strong>Selection:</strong> browse the <a href="https://huggingface.co/collections/AmixDigital/bigbang-v1-mtp-oq-quantizations-6a81d0afca1d9c118488597e" style="color: light-dark(#087E6A, #6FFFE8); font-weight: 700;">BigBang-v1 MTP oQ Quantizations collection</a> to compare the nine standalone levels.</li><li style="margin-bottom: 7px;"><strong>Published artifact:</strong> 4 MLX Safetensors shards plus the exact model, tokenizer, prompt, and multimodal preprocessing assets required by this tier.</li><li><strong>Maintainer transformation:</strong> oQ quantization only; no fine-tuning, merge, behavior edit, DFlash, DSpark, draft weights, or acceleration companion was added.</li></ol></div> </section>
<section id="important-notices" style="margin: 0 0 30px; overflow: hidden; border: 1px solid light-dark(#FFE27A, #6B4E00); border-radius: 14px; background: light-dark(#FFF9E8, #30240E);"> <div style="padding: 15px 18px; border-bottom: 1px solid light-dark(#FFE27A, #6B4E00);"><span style="color: light-dark(#8D6300, #FFE27A); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em; text-transform: uppercase;">Notice</span><h2 style="margin: 7px 0 0; color: light-dark(#6B4E00, #FFE27A); font-size: clamp(19px, 2.7vw, 23px);">Important Notices</h2></div> <div style="padding: clamp(20px, 3.5vw, 26px); color: light-dark(#6B4E00, #FFE27A);"><ul style="max-width: 72ch; margin: 0; padding-left: 22px;"><li style="margin-bottom: 7px;">This is a community quantization, not an official Endless Frontier release.</li><li style="margin-bottom: 7px;">A basic family-level smoke test was reported on a MacBook Pro with M4 Max and 128 GB unified memory. The exact oQ tier, macOS version, and MLX runtime version were not recorded.</li><li style="margin-bottom: 7px;">No independent benchmark, reasoning, development, tool-use, thinking, vision, or long-context evaluation is claimed for this exact oQ2.7e artifact.</li><li>Results reported for the source model are not results for this quantization.</li></ul></div> </section>
<section id="model-details" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"> <div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">02 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">Model Details</h2></div> <div style="padding: clamp(26px, 4.2vw, 36px);"><div role="region" aria-label="Model details table" tabindex="0" style="overflow-x: auto; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 10px;"><table style="width: 100%; min-width: 610px; border-collapse: collapse;"><tbody><tr><th scope="row" style="padding: 11px 12px; text-align: left;">Format</th><td style="padding: 11px 12px;">MLX Safetensors</td></tr><tr><th scope="row" style="padding: 11px 12px; text-align: left;">Modality</th><td style="padding: 11px 12px;">Image-text-to-text, inherited from BigBang-v1</td></tr><tr><th scope="row" style="padding: 11px 12px; text-align: left;">Architecture</th><td style="padding: 11px 12px;">Qwen3.5 MoE conditional generation, inherited through BigBang-v1</td></tr><tr><th scope="row" style="padding: 11px 12px; text-align: left;">Quantization</th><td style="padding: 11px 12px;">oQ2.7e; 2-bit default affine configuration, group size 64, with 402 enhanced per-tensor overrides</td></tr><tr><th scope="row" style="padding: 11px 12px; text-align: left;">Weights</th><td style="padding: 11px 12px;">4 shards, 14.259 GiB total repository size</td></tr><tr><th scope="row" style="padding: 11px 12px; text-align: left;">Context</th><td style="padding: 11px 12px;">262,144 tokens configured upstream; not independently long-context tested</td></tr></tbody></table></div><p style="max-width: 72ch; margin: 14px 0 0; color: light-dark(#527068, #A5C9BD);">This page intentionally exposes one selectable quantization level. The Hub can therefore calculate its MLX footprint without summing the other eight alternatives.</p></div> </section>
<section id="provenance-and-lineage" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"> <div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">03 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">Provenance and Lineage</h2></div> <div style="padding: clamp(26px, 4.2vw, 36px);"><ol style="max-width: 72ch; margin: 0; padding-left: 22px;"><li style="margin-bottom: 8px;"><strong>Published artifact:</strong> this complete MLX oQ2.7e quantization, prepared by <a href="https://huggingface.co/AmixDigital" style="color: light-dark(#087E6A, #6FFFE8); font-weight: 700;">AmixDigital</a>.</li><li style="margin-bottom: 8px;"><strong>Direct source:</strong> <a href="https://huggingface.co/endless-frontier/BigBang-v1/tree/fe313c9057ca2c51a07c7cf141915dc8cc3f620e" style="color: light-dark(#087E6A, #6FFFE8); font-weight: 700;">endless-frontier/BigBang-v1 at revision fe313c9</a>.</li><li><strong>Technical ancestor:</strong> <a href="https://huggingface.co/Qwen/Qwen3.6-35B-A3B" style="color: light-dark(#087E6A, #6FFFE8); font-weight: 700;">Qwen/Qwen3.6-35B-A3B</a>, credited by the direct source. It is a technical ancestor, not this release's visual reference.</li></ol><p style="max-width: 72ch; margin: 16px 0 0;">No fine-tuning, merge, behavior edit, or acceleration model was added by AmixDigital.</p></div> </section>
<section id="transformation-details" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"> <div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">04 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">Transformation Details</h2></div> <div style="padding: clamp(26px, 4.2vw, 36px);"><p style="max-width: 72ch; margin: 0 0 12px;">This release was quantized with the <a href="https://github.com/jundot/omlx" style="color: light-dark(#087E6A, #6FFFE8); font-weight: 700;">oMLX engine</a> through its graphical interface. It uses the oQ2.7e enhanced plan: a 2-bit default affine quantization, group size 64, and 402 recorded per-tensor precision overrides.</p><p style="max-width: 72ch; margin: 0 0 12px;">The local calibration report identifies <code>oqecodemultilingual</code> and records 523 entries, 481 applied entries, two missing entries, no mismatches, and one zero-count expert. This is an allocation record, not a quality evaluation.</p><p style="max-width: 72ch; margin: 0;">The machine-readable report is intentionally excluded because it contains a personal local path. The oMLX version and exact build procedure were not recorded.</p></div> </section>
<section id="requirements-and-compatibility" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"> <div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">05 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">Requirements and Compatibility</h2></div> <div style="padding: clamp(26px, 4.2vw, 36px);"><ul style="max-width: 72ch; margin: 0; padding-left: 22px;"><li style="margin-bottom: 8px;"><strong>Reported family test environment:</strong> MacBook Pro with M4 Max and 128 GB unified memory; basic loading and operation were reported, but the exact tier and software versions were not recorded.</li><li style="margin-bottom: 8px;"><strong>Platform:</strong> macOS on Apple Silicon only.</li><li style="margin-bottom: 8px;"><strong>Runtime:</strong> an MLX-compatible local runtime supporting the inherited architecture and image/video preprocessing assets.</li><li style="margin-bottom: 8px;"><strong>Memory:</strong> minimum unified memory is not independently measured. Disk size is not a safe proxy for memory requirements.</li><li><strong>Not claimed:</strong> Windows, Linux, CUDA, GGUF, vLLM, or server-GPU compatibility.</li></ul></div> </section>
<section id="usage" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"> <div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">06 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">Usage</h2></div> <div style="padding: clamp(26px, 4.2vw, 36px);"><ol style="max-width: 72ch; margin: 0; padding-left: 22px;"><li style="margin-bottom: 8px;">Use this repository as one intact MLX model directory.</li><li style="margin-bottom: 8px;">Keep its index, all shards, tokenizer, chat template, preprocessor, and video preprocessor configuration files together.</li><li style="margin-bottom: 8px;">Load it in a compatible local MLX workflow on Apple Silicon.</li><li>Begin with short prompts and modest context, then observe memory pressure before increasing the workload.</li></ol><div id="prompting-thinking-and-tool-use" style="margin-top: 18px; padding: 12px 14px; border-radius: 8px; background: light-dark(#E3FAF1, #0D2D25);"><h3 style="margin: 0 0 7px; font-size: 16px;">Prompting, Thinking and Tool Use</h3><p style="max-width: 72ch; margin: 0;">The included chat template contains image, video, thinking, and tool-message formatting branches. No end-to-end thinking or tool-use result is claimed for this exact quantization.</p></div></div> </section>
<section id="evaluation-and-performance" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"> <div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">07 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">Evaluation and Performance</h2></div> <div style="padding: clamp(26px, 4.2vw, 36px);"><p style="max-width: 72ch; margin: 0; padding: 12px 14px; border-radius: 8px; background: light-dark(#FFF9E8, #30240E); color: light-dark(#6B4E00, #FFE27A);"><strong>No independent evaluation has been completed for this exact oQ2.7e release.</strong> A family-level basic smoke test was reported on a MacBook Pro with M4 Max and 128 GB unified memory, but neither the exact oQ tier nor a metric was recorded. Throughput, latency, memory, reasoning, development, generation quality, vision, tool use, thinking, and long-context behavior remain unmeasured. Upstream scores must not be attributed to this artifact.</p></div> </section>
<section id="intended-uses" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"><div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">08 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">Intended Uses</h2></div><div style="padding: clamp(26px, 4.2vw, 36px);"><ul style="max-width: 72ch; margin: 0; padding-left: 22px;"><li>Local experimentation and evaluation on compatible Apple Silicon Macs.</li><li>Image-text-to-text research and development with human review.</li><li>Comparing oQ storage levels under the user's own controlled workload.</li></ul></div></section>
<section id="out-of-scope-uses" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"><div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">09 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">Out-of-Scope Uses</h2></div><div style="padding: clamp(26px, 4.2vw, 36px);"><ul style="max-width: 72ch; margin: 0; padding-left: 22px;"><li>Unsupervised high-stakes medical, legal, financial, employment, safety, or infrastructure decisions.</li><li>Autonomous destructive tool execution without sandboxing, review, and recovery controls.</li><li>Claims of compatibility not documented in this card.</li></ul></div></section>
<section id="risks-biases-and-limitations" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"><div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">10 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">Risks, Biases and Limitations</h2></div><div style="padding: clamp(26px, 4.2vw, 36px);"><ul style="max-width: 72ch; margin: 0; padding-left: 22px;"><li>Model outputs may be inaccurate, biased, unsafe, fabricated, or unsuitable for a particular context.</li><li>Quantization can introduce changes beyond the limitations of the direct source.</li><li>The calibration record has two missing entries and one zero-count expert; it is not an assurance of quality.</li><li>Minimum memory and functional behavior remain unmeasured.</li></ul></div></section>
<section id="recommendations-and-mitigations" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"><div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">11 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">Recommendations and Mitigations</h2></div><div style="padding: clamp(26px, 4.2vw, 36px);"><ul style="max-width: 72ch; margin: 0; padding-left: 22px;"><li>Evaluate the exact oQ level and intended prompts before use.</li><li>Keep human review for consequential outputs and generated code.</li><li>Sandbox tool access and protect credentials, private data, and the filesystem.</li><li>Monitor memory pressure and stop before macOS memory compression or swapping compromises the workload.</li></ul></div></section>
<section id="license-and-responsible-use" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"> <div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">12 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">License and Responsible Use</h2></div> <div style="padding: clamp(26px, 4.2vw, 36px);"><p style="max-width: 72ch; margin: 0 0 12px;">The quantized artifacts in this repository are distributed under the <a href="https://openmdw.ai/license/1-1/" style="color: light-dark(#087E6A, #6FFFE8); font-weight: 700;">OpenMDW-1.1 License</a>, included as <a href="https://huggingface.co/AmixDigital/BigBang-v1-mtp-oQ2.7e/blob/main/LICENSE" style="color: light-dark(#087E6A, #6FFFE8); font-weight: 700;"><code>LICENSE</code></a>.</p><p style="max-width: 72ch; margin: 0;">The direct source is licensed under Apache-2.0. Its license text is retained as <a href="https://huggingface.co/AmixDigital/BigBang-v1-mtp-oQ2.7e/blob/main/LICENSE-APACHE-2.0" style="color: light-dark(#087E6A, #6FFFE8); font-weight: 700;"><code>LICENSE-APACHE-2.0</code></a>. Recipients and redistributors must comply with all applicable terms and notices.</p></div> </section>
<section id="acknowledgements" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"><div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">13 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">Acknowledgements</h2></div><div style="padding: clamp(26px, 4.2vw, 36px);"><ul style="max-width: 72ch; margin: 0; padding-left: 22px;"><li><a href="https://huggingface.co/endless-frontier" style="color: light-dark(#087E6A, #6FFFE8); font-weight: 700;">Endless Frontier</a> for BigBang-v1, the direct source.</li><li><a href="https://huggingface.co/AmixDigital" style="color: light-dark(#087E6A, #6FFFE8); font-weight: 700;">AmixDigital</a> for this MLX oQ distribution.</li></ul></div></section>
<section id="model-card-contact" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"><div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">14 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">Model Card Contact</h2></div><div style="padding: clamp(26px, 4.2vw, 36px);"><p style="max-width: 72ch; margin: 0;">Contact <a href="https://huggingface.co/AmixDigital" style="color: light-dark(#087E6A, #6FFFE8); font-weight: 700;">AmixDigital on Hugging Face</a> or open a repository discussion to report an error or propose a correction.</p></div></section>
<section id="release-files" style="margin: 0 0 36px; overflow: hidden; border: 1px solid light-dark(#C8E8DE, #235449); border-radius: 20px; background: light-dark(#FCFFFE, #071310);"> <div style="padding: 18px 22px; border-top: 2px solid light-dark(#32C8A4, #6FFFE8); border-bottom: 1px solid light-dark(#C8E8DE, #235449); background: light-dark(#F2FFF9, #0D211B);"><span style="color: light-dark(#087E6A, #6FFFE8); font-family: 'SFMono-Regular', Consolas, monospace; font-size: 11px; font-weight: 700; letter-spacing: .14em;">15 / 15</span><h2 style="margin: 7px 0 0; color: light-dark(#0C2620, #FCFFFE); font-size: clamp(18px, 2.4vw, 22px);">Repository Files</h2></div> <div style="padding: clamp(26px, 4.2vw, 36px);"><ul style="max-width: 72ch; margin: 0; padding-left: 22px;"><li><code>model-*.safetensors</code> and <code>model.safetensors.index.json</code>: the complete oQ2.7e MLX shard set and its shard map.</li><li><code>config.json</code>, <code>generationconfig.json</code>, <code>chattemplate.jinja</code>: model, quantization, generation, and prompt configuration.</li><li><code>tokenizer.json</code>, <code>tokenizerconfig.json</code>, <code>merges.txt</code>, <code>vocab.json</code>: tokenizer assets.</li><li><code>preprocessorconfig.json</code> and <code>videopreprocessorconfig.json</code>: multimodal preprocessing assets.</li><li><code>LICENSE</code>, <code>LICENSE-APACHE-2.0</code>, <code>.gitattributes</code>, and this <code>README.md</code>: distribution metadata.</li></ul></div> </section>
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