| { |
| "method": "pytorch_int8", |
| "quant_bits": 8, |
| "family": "lfm2vl", |
| "model_id": "LiquidAI/LFM2-VL-1.6B", |
| "n_linear_quantized": 93, |
| "skip_vision_quant": true, |
| "int8_layers": { |
| "model.language_model.layers.0.conv.in_proj": { |
| "in_features": 2048, |
| "out_features": 6144, |
| "has_bias": false |
| }, |
| "model.language_model.layers.0.conv.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.0.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.0.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.0.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.1.conv.in_proj": { |
| "in_features": 2048, |
| "out_features": 6144, |
| "has_bias": false |
| }, |
| "model.language_model.layers.1.conv.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.1.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.1.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.1.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.2.self_attn.q_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.2.self_attn.k_proj": { |
| "in_features": 2048, |
| "out_features": 512, |
| "has_bias": false |
| }, |
| "model.language_model.layers.2.self_attn.v_proj": { |
| "in_features": 2048, |
| "out_features": 512, |
| "has_bias": false |
| }, |
| "model.language_model.layers.2.self_attn.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.2.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.2.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.2.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.3.conv.in_proj": { |
| "in_features": 2048, |
| "out_features": 6144, |
| "has_bias": false |
| }, |
| "model.language_model.layers.3.conv.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.3.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.3.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.3.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.4.conv.in_proj": { |
| "in_features": 2048, |
| "out_features": 6144, |
| "has_bias": false |
| }, |
| "model.language_model.layers.4.conv.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.4.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.4.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.4.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.5.self_attn.q_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.5.self_attn.k_proj": { |
| "in_features": 2048, |
| "out_features": 512, |
| "has_bias": false |
| }, |
| "model.language_model.layers.5.self_attn.v_proj": { |
| "in_features": 2048, |
| "out_features": 512, |
| "has_bias": false |
| }, |
| "model.language_model.layers.5.self_attn.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.5.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.5.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.5.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.6.conv.in_proj": { |
| "in_features": 2048, |
| "out_features": 6144, |
| "has_bias": false |
| }, |
| "model.language_model.layers.6.conv.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.6.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.6.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.6.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.7.conv.in_proj": { |
| "in_features": 2048, |
| "out_features": 6144, |
| "has_bias": false |
| }, |
| "model.language_model.layers.7.conv.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.7.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.7.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.7.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.8.self_attn.q_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.8.self_attn.k_proj": { |
| "in_features": 2048, |
| "out_features": 512, |
| "has_bias": false |
| }, |
| "model.language_model.layers.8.self_attn.v_proj": { |
| "in_features": 2048, |
| "out_features": 512, |
| "has_bias": false |
| }, |
| "model.language_model.layers.8.self_attn.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.8.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.8.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.8.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.9.conv.in_proj": { |
| "in_features": 2048, |
| "out_features": 6144, |
| "has_bias": false |
| }, |
| "model.language_model.layers.9.conv.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.9.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.9.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.9.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.10.self_attn.q_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.10.self_attn.k_proj": { |
| "in_features": 2048, |
| "out_features": 512, |
| "has_bias": false |
| }, |
| "model.language_model.layers.10.self_attn.v_proj": { |
| "in_features": 2048, |
| "out_features": 512, |
| "has_bias": false |
| }, |
| "model.language_model.layers.10.self_attn.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.10.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.10.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.10.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.11.conv.in_proj": { |
| "in_features": 2048, |
| "out_features": 6144, |
| "has_bias": false |
| }, |
| "model.language_model.layers.11.conv.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.11.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.11.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.11.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.12.self_attn.q_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.12.self_attn.k_proj": { |
| "in_features": 2048, |
| "out_features": 512, |
| "has_bias": false |
| }, |
| "model.language_model.layers.12.self_attn.v_proj": { |
| "in_features": 2048, |
| "out_features": 512, |
| "has_bias": false |
| }, |
| "model.language_model.layers.12.self_attn.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.12.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.12.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.12.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.13.conv.in_proj": { |
| "in_features": 2048, |
| "out_features": 6144, |
| "has_bias": false |
| }, |
| "model.language_model.layers.13.conv.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.13.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.13.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.13.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.14.self_attn.q_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.14.self_attn.k_proj": { |
| "in_features": 2048, |
| "out_features": 512, |
| "has_bias": false |
| }, |
| "model.language_model.layers.14.self_attn.v_proj": { |
| "in_features": 2048, |
| "out_features": 512, |
| "has_bias": false |
| }, |
| "model.language_model.layers.14.self_attn.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.14.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.14.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.14.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.15.conv.in_proj": { |
| "in_features": 2048, |
| "out_features": 6144, |
| "has_bias": false |
| }, |
| "model.language_model.layers.15.conv.out_proj": { |
| "in_features": 2048, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "model.language_model.layers.15.feed_forward.w1": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.15.feed_forward.w3": { |
| "in_features": 2048, |
| "out_features": 8192, |
| "has_bias": false |
| }, |
| "model.language_model.layers.15.feed_forward.w2": { |
| "in_features": 8192, |
| "out_features": 2048, |
| "has_bias": false |
| }, |
| "lm_head": { |
| "in_features": 2048, |
| "out_features": 65536, |
| "has_bias": false |
| } |
| } |
| } |
