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| <defs><marker id="ah-flow" viewBox="0 0 10 10" refX="8" refY="5" markerWidth="7" markerHeight="7" orient="auto-start-reverse"><path d="M0,0 L10,5 L0,10 z" fill="var(--grid)"/></marker><marker id="ah-residual" viewBox="0 0 10 10" refX="8" refY="5" markerWidth="7" markerHeight="7" orient="auto-start-reverse"><path d="M0,0 L10,5 L0,10 z" fill="var(--residual)"/></marker><marker id="ah-rope" viewBox="0 0 10 10" refX="8" refY="5" markerWidth="7" markerHeight="7" orient="auto-start-reverse"><path d="M0,0 L10,5 L0,10 z" fill="var(--rope-s)"/></marker><marker id="ah-xattn" viewBox="0 0 10 10" refX="8" refY="5" markerWidth="7" markerHeight="7" orient="auto-start-reverse"><path d="M0,0 L10,5 L0,10 z" fill="var(--xattn)"/></marker></defs> |
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| <text class="title" x="24" y="34">audioflamingo3</text> |
| <text class="subtitle" x="24" y="54">diff vs voxtral (+qwen2_audio,whisper) · 10 overridden · 10 added · 0 deleted · 1 new · 3 inherited-as-is</text> |
| <line class="edge" x1="785" y1="108" x2="785" y2="1171"/> |
| <g class=""><rect class="c-block" x="586" y="184" width="398" height="853" rx="14"/><text class="box-sub" x="598" y="202">AudioFlamingo3Model · base model</text></g> |
| <g class=""><title>32 × Qwen2DecoderLayer</title><rect class="c-block" x="594" y="257" width="382" height="740" rx="14"/><text class="box-sub" x="606" y="275">Qwen2DecoderLayer</text><text class="badge" x="964" y="277" text-anchor="end">× 32</text></g> |
| <g class=""><rect class="c-block" x="586" y="1037" width="398" height="142" rx="14"/><text class="box-sub" x="598" y="1055">AudioFlamingo3ForConditionalGeneration · task head</text></g> |
| <g class="ghost"><rect class="b c-attn " x="620" y="321" width="330" height="380" rx="11"/><rect class="sec-hbar" x="625" y="325" width="320" height="18" rx="5"/><text class="sec-h" x="632" y="338">Self-Attention · Qwen2Attention</text></g> |
| <g class=""><rect class="b c-audio ch-over" x="36" y="166" width="250" height="373" rx="11"/><rect class="sec-hbar" x="41" y="170" width="240" height="18" rx="5"/><text class="sec-h" x="48" y="183">Audio encoder · AudioFlamingo…</text><text class="badge" x="274" y="183" text-anchor="end">×32</text></g> |
| <g class=""><rect class="b c-audio ch-over" x="46" y="192" width="230" height="341" rx="11"/><rect class="sec-hbar" x="51" y="196" width="220" height="18" rx="5"/><text class="sec-h" x="58" y="209">AudioFlamingo3EncoderLay…</text><text class="badge" x="264" y="209" text-anchor="end">×32</text></g> |
| <g class="ghost"><rect class="b c-mlp " x="620" y="797" width="330" height="152" rx="11"/><rect class="sec-hbar" x="625" y="801" width="320" height="18" rx="5"/><text class="sec-h" x="632" y="814">MLP · Qwen2MLP</text></g> |
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| <g class=""><rect class="b c-proj ch-over" x="36" y="555" width="250" height="116" rx="11"/><rect class="sec-hbar" x="41" y="559" width="240" height="18" rx="5"/><text class="sec-h" x="48" y="572">Projector · AudioFlamingo3MultiModal…</text></g> |
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| <g class=""><rect class="b c-io" x="620" y="108" width="330" height="32" rx="16"/><text class="box-label sm" x="785.0" y="122.0" text-anchor="middle">input_ids</text><text class="box-sub" x="785.0" y="137.0" text-anchor="middle">tokenize("Hey, how are you?") → [1, 6]</text></g> |
| <g class="ghost"><title>token 0: 'Hey'</title><rect class="b c-sub" x="620" y="154" width="50" height="26" rx="9"/><text class="box-label sm" x="645.0" y="165.0" text-anchor="middle">Hey</text><text class="box-sub" x="645.0" y="180.0" text-anchor="middle">0</text></g> |
| <g class="ghost"><title>token 1: ','</title><rect class="b c-sub" x="675" y="154" width="50" height="26" rx="9"/><text class="box-label sm" x="700.0" y="165.0" text-anchor="middle">,</text><text class="box-sub" x="700.0" y="180.0" text-anchor="middle">1</text></g> |
| <g class="ghost"><title>token 2: '␣how'</title><rect class="b c-sub" x="731" y="154" width="50" height="26" rx="9"/><text class="box-label sm" x="756.0" y="165.0" text-anchor="middle">␣how</text><text class="box-sub" x="756.0" y="180.0" text-anchor="middle">2</text></g> |
| <g class="ghost"><title>token 3: '␣are'</title><rect class="b c-sub" x="787" y="154" width="50" height="26" rx="9"/><text class="box-label sm" x="812.0" y="165.0" text-anchor="middle">␣are</text><text class="box-sub" x="812.0" y="180.0" text-anchor="middle">3</text></g> |
| <g class="ghost"><title>token 4: '␣you'</title><rect class="b c-sub" x="843" y="154" width="50" height="26" rx="9"/><text class="box-label sm" x="868.0" y="165.0" text-anchor="middle">␣you</text><text class="box-sub" x="868.0" y="180.0" text-anchor="middle">4</text></g> |
| <g class="ghost"><title>token 5: '?'</title><rect class="b c-sub" x="899" y="154" width="50" height="26" rx="9"/><text class="box-label sm" x="924.0" y="165.0" text-anchor="middle">?</text><text class="box-sub" x="924.0" y="180.0" text-anchor="middle">5</text></g> |
| <g class="ghost"><rect class="b c-embed" x="620" y="198" width="330" height="45" rx="9"/><text class="box-label sm" x="785.0" y="218.5" text-anchor="middle">Token Embedding</text><text class="box-sub" x="785.0" y="233.5" text-anchor="middle">weight [151936 × 4096] → [1, 6, 4096]</text></g> |
| <g class="ghost"><rect class="b c-norm" x="620" y="279" width="330" height="28" rx="9"/><text class="box-label sm" x="785.0" y="291.0" text-anchor="middle">Qwen2RMSNorm</text><text class="box-sub" x="785.0" y="306.0" text-anchor="middle">pre-attention [1, 6, 4096]</text></g> |
| <g class="ghost"><title>q_proj: Linear [4096→4096]</title><rect class="b c-proj" x="630" y="347" width="151" height="22" rx="9"/><text class="box-label sm" x="705.5" y="362.5" text-anchor="middle">q_proj [4096→4096]</text></g> |
| <g class="ghost"><title>k_proj: Linear [4096→4096]</title><rect class="b c-proj" x="789" y="347" width="151" height="22" rx="9"/><text class="box-label sm" x="864.5" y="362.5" text-anchor="middle">k_proj [4096→4096]</text></g> |
| <g class="ghost"><title>v_proj: Linear [4096→4096]</title><rect class="b c-proj" x="630" y="377" width="151" height="22" rx="9"/><text class="box-label sm" x="705.5" y="392.5" text-anchor="middle">v_proj [4096→4096]</text></g> |
| <g class="ghost"><title>o_proj: Linear [4096→4096]</title><rect class="b c-proj" x="789" y="377" width="151" height="22" rx="9"/><text class="box-label sm" x="864.5" y="392.5" text-anchor="middle">o_proj [4096→4096]</text></g> |
| <g class="ghost"><rect class="b c-sub" x="630" y="407" width="310" height="30" rx="9"/><text class="box-label sm" x="785.0" y="420.0" text-anchor="middle">scaled dot-product attention</text><text class="box-sub" x="785.0" y="435.0" text-anchor="middle">32 heads · head_dim 128</text></g> |
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| <g class="ghost"><rect class="b c-rope" x="452" y="347" width="132" height="40" rx="9"/><text class="box-label sm" x="518.0" y="365.0" text-anchor="middle">RoPE</text><text class="box-sub" x="518.0" y="380.0" text-anchor="middle">rotary positions → Q, K</text></g> |
| <g class=""><title>residual add</title><circle class="b c-add " cx="785.0" cy="728" r="13"/><text class="glyph" x="785.0" y="734" text-anchor="middle">+</text></g> |
| <g class="ghost"><rect class="b c-norm" x="620" y="755" width="330" height="28" rx="9"/><text class="box-label sm" x="785.0" y="767.0" text-anchor="middle">Qwen2RMSNorm</text><text class="box-sub" x="785.0" y="782.0" text-anchor="middle">pre-FFN [1, 6, 4096]</text></g> |
| <g class="ghost"><title>gate_proj: Linear [4096→22016]</title><rect class="b c-proj" x="632" y="823" width="306" height="22" rx="9"/><text class="box-label sm" x="785.0" y="838.5" text-anchor="middle">gate_proj [4096→22016]</text></g> |
| <g class="ghost"><title>up_proj: Linear [4096→22016]</title><rect class="b c-proj" x="632" y="853" width="306" height="22" rx="9"/><text class="box-label sm" x="785.0" y="868.5" text-anchor="middle">up_proj [4096→22016]</text></g> |
| <g class="ghost"><title>down_proj: Linear [22016→4096]</title><rect class="b c-proj" x="632" y="883" width="306" height="22" rx="9"/><text class="box-label sm" x="785.0" y="898.5" text-anchor="middle">down_proj [22016→4096]</text></g> |
| <g class="ghost"><title>act_fn: SiLUActivation</title><rect class="b c-act" x="632" y="913" width="306" height="22" rx="9"/><text class="box-label sm" x="785.0" y="928.5" text-anchor="middle">act_fn SiLU</text></g> |
| <g class=""><title>residual add</title><circle class="b c-add " cx="785.0" cy="976" r="13"/><text class="glyph" x="785.0" y="982" text-anchor="middle">+</text></g> |
| <g class="ghost"><rect class="b c-norm" x="620" y="1003" width="330" height="28" rx="9"/><text class="box-label sm" x="785.0" y="1015.0" text-anchor="middle">Final RMSNorm</text><text class="box-sub" x="785.0" y="1030.0" text-anchor="middle">[1, 6, 4096]</text></g> |
| <g class=""><title>AudioFlamingo3ForConditionalGeneration</title><rect class="b c-head ch-over" x="620" y="1045" width="330" height="42" rx="9"/><text class="box-label sm" x="785.0" y="1064.0" text-anchor="middle">LM Head</text><text class="box-sub" x="785.0" y="1079.0" text-anchor="middle">Linear [4096→151936] · tied</text><circle cx="632" cy="1057" r="5" fill="var(--over)"/></g> |
| <g class="ghost"><rect class="b c-soft" x="620" y="1101" width="330" height="26" rx="9"/><text class="box-label sm" x="785.0" y="1118.5" text-anchor="middle">Softmax</text></g> |
| <g class=""><rect class="b c-io" x="620" y="1141" width="330" height="30" rx="15"/><text class="box-label sm" x="785.0" y="1154.0" text-anchor="middle">logits</text><text class="box-sub" x="785.0" y="1169.0" text-anchor="middle">[1, 6, 151936]</text></g> |
| <g class=""><rect class="b c-io" x="36" y="120" width="250" height="30" rx="15"/><text class="box-label sm" x="161.0" y="133.0" text-anchor="middle">input_features</text><text class="box-sub" x="161.0" y="148.0" text-anchor="middle">[1, 128, 3000]</text></g> |
| <g class="ghost"><title>k_proj: Linear [1280→1280]</title><rect class="b c-proj" x="62" y="239" width="198" height="22" rx="9"/><text class="box-label sm" x="161.0" y="254.5" text-anchor="middle">k_proj [1280→1280]</text></g> |
| <g class="ghost"><title>v_proj: Linear [1280→1280]</title><rect class="b c-proj" x="62" y="267" width="198" height="22" rx="9"/><text class="box-label sm" x="161.0" y="282.5" text-anchor="middle">v_proj [1280→1280]</text></g> |
| <g class="ghost"><title>q_proj: Linear [1280→1280]</title><rect class="b c-proj" x="62" y="295" width="198" height="22" rx="9"/><text class="box-label sm" x="161.0" y="310.5" text-anchor="middle">q_proj [1280→1280]</text></g> |
| <g class=""><title>out_proj: Linear [1280→1280]</title><rect class="b c-proj ch-added" x="62" y="323" width="198" height="22" rx="9"/><text class="box-label sm" x="161.0" y="338.5" text-anchor="middle">out_proj [1280→1280]</text><circle cx="74" cy="335" r="5" fill="var(--added)"/></g> |
| <g class=""><title>self_attn_layer_norm: LayerNorm 1280</title><rect class="b c-norm ch-added" x="54" y="363" width="214" height="34" rx="9"/><text class="box-label sm" x="161.0" y="378.0" text-anchor="middle">self_attn_layer_norm</text><text class="box-sub" x="161.0" y="393.0" text-anchor="middle">LayerNorm 1280</text><circle cx="66" cy="375" r="5" fill="var(--added)"/></g> |
| <g class=""><title>activation_fn: GELUActivation</title><rect class="b c-act ch-added" x="54" y="403" width="214" height="22" rx="9"/><text class="box-label sm" x="161.0" y="418.5" text-anchor="middle">activation_fn GELU</text><circle cx="66" cy="415" r="5" fill="var(--added)"/></g> |
| <g class=""><title>fc1: Linear [1280→5120]</title><rect class="b c-proj ch-added" x="54" y="431" width="214" height="22" rx="9"/><text class="box-label sm" x="161.0" y="446.5" text-anchor="middle">fc1 [1280→5120]</text><circle cx="66" cy="443" r="5" fill="var(--added)"/></g> |
| <g class=""><title>fc2: Linear [5120→1280]</title><rect class="b c-proj ch-added" x="54" y="459" width="214" height="22" rx="9"/><text class="box-label sm" x="161.0" y="474.5" text-anchor="middle">fc2 [5120→1280]</text><circle cx="66" cy="471" r="5" fill="var(--added)"/></g> |
| <g class=""><title>final_layer_norm: LayerNorm 1280</title><rect class="b c-norm ch-added" x="54" y="487" width="214" height="34" rx="9"/><text class="box-label sm" x="161.0" y="502.0" text-anchor="middle">final_layer_norm</text><text class="box-sub" x="161.0" y="517.0" text-anchor="middle">LayerNorm 1280</text><circle cx="66" cy="499" r="5" fill="var(--added)"/></g> |
| <g class=""><title>linear_1: Linear [1280→4096]</title><rect class="b c-proj ch-added" x="46" y="581" width="230" height="22" rx="9"/><text class="box-label sm" x="161.0" y="596.5" text-anchor="middle">linear_1 [1280→4096]</text><circle cx="58" cy="593" r="5" fill="var(--added)"/></g> |
| <g class=""><title>act: GELUActivation</title><rect class="b c-act ch-added" x="46" y="609" width="230" height="22" rx="9"/><text class="box-label sm" x="161.0" y="624.5" text-anchor="middle">act GELU</text><circle cx="58" cy="621" r="5" fill="var(--added)"/></g> |
| <g class=""><title>linear_2: Linear [4096→4096]</title><rect class="b c-proj ch-added" x="46" y="637" width="230" height="22" rx="9"/><text class="box-label sm" x="161.0" y="652.5" text-anchor="middle">linear_2 [4096→4096]</text><circle cx="58" cy="649" r="5" fill="var(--added)"/></g> |
| <g class="ghost"><rect class="b c-proj" x="375" y="190" width="168" height="18" rx="9"/><text class="box-label sm" x="459.0" y="203.5" text-anchor="middle">merge at modality tokens</text></g> |
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| <text class="facts-k" x="1226" y="112">model id</text> |
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| <text class="facts-k" x="1226" y="134">parent</text> |
| <text class="facts-v" x="1462" y="134" text-anchor="end">voxtral</text> |
| <text class="facts-k" x="1226" y="156">classes</text> |
| <text class="facts-v" x="1462" y="156" text-anchor="end">9</text> |
| <text class="facts-k" x="1226" y="178">overridden</text> |
| <text class="facts-v" x="1462" y="178" text-anchor="end">10</text> |
| <text class="facts-k" x="1226" y="200">added</text> |
| <text class="facts-v" x="1462" y="200" text-anchor="end">10</text> |
| <text class="facts-k" x="1226" y="222">new classes</text> |
| <text class="facts-v" x="1462" y="222" text-anchor="end">1</text> |
| <text class="facts-k" x="1226" y="244">inherited as-is</text> |
| <text class="facts-v" x="1462" y="244" text-anchor="end">3</text> |
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| <text class="legend-t" x="1240" y="357">inherited / copy-pasted</text> |
| <text class="legend-t" x="1214" y="380" font-weight="700">changes by class</text> |
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| <text class="facts-v" x="1232" y="396">AudioFlamingo3Encoder</text> |
| <text class="box-sub" x="1232" y="409">ovr forward; 1 attr</text> |
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| <text class="facts-v" x="1232" y="424">AudioFlamingo3ForConditionalGeneration</text> |
| <text class="box-sub" x="1232" y="437">ovr __init__,forward,get_audio_features,prep…</text> |
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| <text class="facts-v" x="1232" y="452">AudioFlamingo3MultiModalProjector</text> |
| <text class="box-sub" x="1232" y="465">ovr __init__</text> |
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| <text class="facts-v" x="1232" y="480">AudioFlamingo3CausalLMOutputWithPast</text> |
| <text class="box-sub" x="1232" y="493">6 attr</text> |
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| <text class="facts-v" x="1232" y="508">AudioFlamingo3Model</text> |
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| <text class="facts-v" x="1232" y="536">AudioFlamingo3PreTrainedModel</text> |
| <text class="box-sub" x="1232" y="549">1 attr</text> |
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