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lfm3-audio
:2b-q4_K_M
2,703
Downloads
Updated
43 minutes ago
LFM3-Audio-2B is a compact, fully featured audio model.
LFM3-Audio-2B is a compact, fully featured audio model.
Cancel
vision
tools
audio
2b
lfm3-audio:2b-q4_K_M
...
/
projector
c20fced222c6 ยท 571MB
Metadata
general.architecture
clip
clip
general.file_type
BF16
BF16
clip.audio.attention.head_count
8
8
clip.audio.attention.head_count_kv
4
4
clip.audio.attention.layer_norm_epsilon
1e-05
1e-05
clip.audio.block_count
17
17
clip.audio.embedding_length
768
768
clip.audio.feed_forward_length
1792
1792
clip.audio.num_mel_bins
128
128
clip.audio.projection_dim
2048
2048
clip.audio.projector_type
lfm3a
lfm3a
clip.audio.window_size
32
32
clip.gen.audio.attention.head_count
32
32
clip.gen.audio.attention.head_count_kv
8
8
clip.gen.audio.attention.layer_norm_epsilon
1e-05
1e-05
clip.gen.audio.block_count
3
3
clip.gen.audio.embedding_length
1024
1024
clip.gen.audio.feed_forward_length
2816
2816
clip.gen.audio.projection_dim
2048
2048
clip.gen.audio.projector_type
lfm3a_gen
lfm3a_gen
clip.gen.audio.sampling.penalty_last_n
4096
4096
clip.gen.audio.sampling.penalty_repeat
1.1
1.1
clip.gen.audio.sampling.temp
1
1
clip.gen.audio.sampling.top_k
128
128
clip.has_audio_encoder
true
true
clip.has_gen_audio_encoder
true
true
Tensor
Name
Type
Shape
a.blk.0
a.blk.0.conv_dw.weight
F32
F32
[3, 768]
a.blk.0.conv_pw1.weight
BF16
BF16
[768, 2304]
a.blk.0.conv_pw2.weight
BF16
BF16
[768, 768]
a.blk.0.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.0.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.0.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.0.ln1.weight
F32
F32
[768]
a.blk.0.ln2.weight
F32
F32
[768]
a.blk.1
a.blk.1.conv_dw.weight
F32
F32
[3, 768]
a.blk.1.conv_pw1.weight
BF16
BF16
[768, 2304]
a.blk.1.conv_pw2.weight
BF16
BF16
[768, 768]
a.blk.1.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.1.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.1.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.1.ln1.weight
F32
F32
[768]
a.blk.1.ln2.weight
F32
F32
[768]
a.blk.2
a.blk.2.attn_k.weight
BF16
BF16
[768, 384]
a.blk.2.attn_k_norm.weight
F32
F32
[96]
a.blk.2.attn_out.weight
BF16
BF16
[768, 768]
a.blk.2.attn_q.weight
BF16
BF16
[768, 768]
a.blk.2.attn_q_norm.weight
F32
F32
[96]
a.blk.2.attn_v.weight
BF16
BF16
[768, 384]
a.blk.2.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.2.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.2.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.2.ln1.weight
F32
F32
[768]
a.blk.2.ln2.weight
F32
F32
[768]
a.blk.3
a.blk.3.conv_dw.weight
F32
F32
[3, 768]
a.blk.3.conv_pw1.weight
BF16
BF16
[768, 2304]
a.blk.3.conv_pw2.weight
BF16
BF16
[768, 768]
a.blk.3.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.3.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.3.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.3.ln1.weight
F32
F32
[768]
a.blk.3.ln2.weight
F32
F32
[768]
a.blk.4
a.blk.4.conv_dw.weight
F32
F32
[3, 768]
a.blk.4.conv_pw1.weight
BF16
BF16
[768, 2304]
a.blk.4.conv_pw2.weight
BF16
BF16
[768, 768]
a.blk.4.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.4.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.4.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.4.ln1.weight
F32
F32
[768]
a.blk.4.ln2.weight
F32
F32
[768]
a.blk.5
a.blk.5.attn_k.weight
BF16
BF16
[768, 384]
a.blk.5.attn_k_norm.weight
F32
F32
[96]
a.blk.5.attn_out.weight
BF16
BF16
[768, 768]
a.blk.5.attn_q.weight
BF16
BF16
[768, 768]
a.blk.5.attn_q_norm.weight
F32
F32
[96]
a.blk.5.attn_v.weight
BF16
BF16
[768, 384]
a.blk.5.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.5.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.5.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.5.ln1.weight
F32
F32
[768]
a.blk.5.ln2.weight
F32
F32
[768]
a.blk.6
a.blk.6.conv_dw.weight
F32
F32
[3, 768]
a.blk.6.conv_pw1.weight
BF16
BF16
[768, 2304]
a.blk.6.conv_pw2.weight
BF16
BF16
[768, 768]
a.blk.6.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.6.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.6.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.6.ln1.weight
F32
F32
[768]
a.blk.6.ln2.weight
F32
F32
[768]
a.blk.7
a.blk.7.conv_dw.weight
F32
F32
[3, 768]
a.blk.7.conv_pw1.weight
BF16
BF16
[768, 2304]
a.blk.7.conv_pw2.weight
BF16
BF16
[768, 768]
a.blk.7.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.7.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.7.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.7.ln1.weight
F32
F32
[768]
a.blk.7.ln2.weight
F32
F32
[768]
a.blk.8
a.blk.8.attn_k.weight
BF16
BF16
[768, 384]
a.blk.8.attn_k_norm.weight
F32
F32
[96]
a.blk.8.attn_out.weight
BF16
BF16
[768, 768]
a.blk.8.attn_q.weight
BF16
BF16
[768, 768]
a.blk.8.attn_q_norm.weight
F32
F32
[96]
a.blk.8.attn_v.weight
BF16
BF16
[768, 384]
a.blk.8.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.8.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.8.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.8.ln1.weight
F32
F32
[768]
a.blk.8.ln2.weight
F32
F32
[768]
a.blk.9
a.blk.9.conv_dw.weight
F32
F32
[3, 768]
a.blk.9.conv_pw1.weight
BF16
BF16
[768, 2304]
a.blk.9.conv_pw2.weight
BF16
BF16
[768, 768]
a.blk.9.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.9.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.9.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.9.ln1.weight
F32
F32
[768]
a.blk.9.ln2.weight
F32
F32
[768]
a.blk.10
a.blk.10.conv_dw.weight
F32
F32
[3, 768]
a.blk.10.conv_pw1.weight
BF16
BF16
[768, 2304]
a.blk.10.conv_pw2.weight
BF16
BF16
[768, 768]
a.blk.10.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.10.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.10.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.10.ln1.weight
F32
F32
[768]
a.blk.10.ln2.weight
F32
F32
[768]
a.blk.11
a.blk.11.attn_k.weight
BF16
BF16
[768, 384]
a.blk.11.attn_k_norm.weight
F32
F32
[96]
a.blk.11.attn_out.weight
BF16
BF16
[768, 768]
a.blk.11.attn_q.weight
BF16
BF16
[768, 768]
a.blk.11.attn_q_norm.weight
F32
F32
[96]
a.blk.11.attn_v.weight
BF16
BF16
[768, 384]
a.blk.11.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.11.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.11.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.11.ln1.weight
F32
F32
[768]
a.blk.11.ln2.weight
F32
F32
[768]
a.blk.12
a.blk.12.conv_dw.weight
F32
F32
[3, 768]
a.blk.12.conv_pw1.weight
BF16
BF16
[768, 2304]
a.blk.12.conv_pw2.weight
BF16
BF16
[768, 768]
a.blk.12.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.12.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.12.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.12.ln1.weight
F32
F32
[768]
a.blk.12.ln2.weight
F32
F32
[768]
a.blk.13
a.blk.13.conv_dw.weight
F32
F32
[3, 768]
a.blk.13.conv_pw1.weight
BF16
BF16
[768, 2304]
a.blk.13.conv_pw2.weight
BF16
BF16
[768, 768]
a.blk.13.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.13.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.13.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.13.ln1.weight
F32
F32
[768]
a.blk.13.ln2.weight
F32
F32
[768]
a.blk.14
a.blk.14.attn_k.weight
BF16
BF16
[768, 384]
a.blk.14.attn_k_norm.weight
F32
F32
[96]
a.blk.14.attn_out.weight
BF16
BF16
[768, 768]
a.blk.14.attn_q.weight
BF16
BF16
[768, 768]
a.blk.14.attn_q_norm.weight
F32
F32
[96]
a.blk.14.attn_v.weight
BF16
BF16
[768, 384]
a.blk.14.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.14.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.14.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.14.ln1.weight
F32
F32
[768]
a.blk.14.ln2.weight
F32
F32
[768]
a.blk.15
a.blk.15.attn_k.weight
BF16
BF16
[768, 384]
a.blk.15.attn_k_norm.weight
F32
F32
[96]
a.blk.15.attn_out.weight
BF16
BF16
[768, 768]
a.blk.15.attn_q.weight
BF16
BF16
[768, 768]
a.blk.15.attn_q_norm.weight
F32
F32
[96]
a.blk.15.attn_v.weight
BF16
BF16
[768, 384]
a.blk.15.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.15.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.15.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.15.ln1.weight
F32
F32
[768]
a.blk.15.ln2.weight
F32
F32
[768]
a.blk.16
a.blk.16.attn_k.weight
BF16
BF16
[768, 384]
a.blk.16.attn_k_norm.weight
F32
F32
[96]
a.blk.16.attn_out.weight
BF16
BF16
[768, 768]
a.blk.16.attn_q.weight
BF16
BF16
[768, 768]
a.blk.16.attn_q_norm.weight
F32
F32
[96]
a.blk.16.attn_v.weight
BF16
BF16
[768, 384]
a.blk.16.ffn_down.weight
BF16
BF16
[1792, 768]
a.blk.16.ffn_gate.weight
BF16
BF16
[768, 1792]
a.blk.16.ffn_up.weight
BF16
BF16
[768, 1792]
a.blk.16.ln1.weight
F32
F32
[768]
a.blk.16.ln2.weight
F32
F32
[768]
a.conv1d.0.bias
F32
F32
[1, 1, 256]
a.conv1d.0.weight
F32
F32
[3, 3, 1, 256]
a.conv1d.2.bias
F32
F32
[1, 1, 256]
a.conv1d.2.weight
F32
F32
[3, 3, 1, 256]
a.conv1d.3.bias
F32
F32
[1, 1, 256]
a.conv1d.3.weight
F32
F32
[1, 1, 256, 256]
a.conv1d.5.bias
F32
F32
[1, 1, 256]
a.conv1d.5.weight
F32
F32
[3, 3, 1, 256]
a.conv1d.6.bias
F32
F32
[1, 1, 256]
a.conv1d.6.weight
F32
F32
[1, 1, 256, 256]
a.gen.code.blk.0
a.gen.code.blk.0.attn_gate.weight
BF16
BF16
[1024, 32]
a.gen.code.blk.0.attn_k.weight
BF16
BF16
[1024, 256]
a.gen.code.blk.0.attn_k_norm.weight
F32
F32
[32]
a.gen.code.blk.0.attn_out.weight
BF16
BF16
[1024, 1024]
a.gen.code.blk.0.attn_q.weight
BF16
BF16
[1024, 1024]
a.gen.code.blk.0.attn_q_norm.weight
F32
F32
[32]
a.gen.code.blk.0.attn_v.weight
BF16
BF16
[1024, 256]
a.gen.code.blk.0.ffn_down.weight
BF16
BF16
[2816, 1024]
a.gen.code.blk.0.ffn_gate.weight
BF16
BF16
[1024, 2816]
a.gen.code.blk.0.ffn_up.weight
BF16
BF16
[1024, 2816]
a.gen.code.blk.0.ln1.weight
F32
F32
[1024]
a.gen.code.blk.0.ln2.weight
F32
F32
[1024]
a.gen.code.blk.1
a.gen.code.blk.1.attn_gate.weight
BF16
BF16
[1024, 32]
a.gen.code.blk.1.attn_k.weight
BF16
BF16
[1024, 256]
a.gen.code.blk.1.attn_k_norm.weight
F32
F32
[32]
a.gen.code.blk.1.attn_out.weight
BF16
BF16
[1024, 1024]
a.gen.code.blk.1.attn_q.weight
BF16
BF16
[1024, 1024]
a.gen.code.blk.1.attn_q_norm.weight
F32
F32
[32]
a.gen.code.blk.1.attn_v.weight
BF16
BF16
[1024, 256]
a.gen.code.blk.1.ffn_down.weight
BF16
BF16
[2816, 1024]
a.gen.code.blk.1.ffn_gate.weight
BF16
BF16
[1024, 2816]
a.gen.code.blk.1.ffn_up.weight
BF16
BF16
[1024, 2816]
a.gen.code.blk.1.ln1.weight
F32
F32
[1024]
a.gen.code.blk.1.ln2.weight
F32
F32
[1024]
a.gen.code.blk.2
a.gen.code.blk.2.attn_gate.weight
BF16
BF16
[1024, 32]
a.gen.code.blk.2.attn_k.weight
BF16
BF16
[1024, 256]
a.gen.code.blk.2.attn_k_norm.weight
F32
F32
[32]
a.gen.code.blk.2.attn_out.weight
BF16
BF16
[1024, 1024]
a.gen.code.blk.2.attn_q.weight
BF16
BF16
[1024, 1024]
a.gen.code.blk.2.attn_q_norm.weight
F32
F32
[32]
a.gen.code.blk.2.attn_v.weight
BF16
BF16
[1024, 256]
a.gen.code.blk.2.ffn_down.weight
BF16
BF16
[2816, 1024]
a.gen.code.blk.2.ffn_gate.weight
BF16
BF16
[1024, 2816]
a.gen.code.blk.2.ffn_up.weight
BF16
BF16
[1024, 2816]
a.gen.code.blk.2.ln1.weight
F32
F32
[1024]
a.gen.code.blk.2.ln2.weight
F32
F32
[1024]
a.gen.code.embd.weight
BF16
BF16
[1024, 2017, 12]
a.gen.code.head_norm.weight
F32
F32
[1024, 12]
a.gen.code.mask_embd
F32
F32
[1024]
a.gen.code.out_embd.weight
BF16
BF16
[2048, 24204]
a.gen.code.output_norm.weight
F32
F32
[1024]
a.gen.code.proj_in.bias
F32
F32
[12288]
a.gen.code.proj_in.weight
BF16
BF16
[2048, 12288]
a.gen.wav.quant.first.codebook.weight
F32
F32
[4, 2016]
a.gen.wav.quant.first.out_proj.bias
F32
F32
[256]
a.gen.wav.quant.first.out_proj.weight
F32
F32
[48, 256]
a.gen.wav.tfm.blk.0
a.gen.wav.tfm.blk.0.attn_post_norm.weight
F32
F32
[512]
a.gen.wav.tfm.blk.0.conv_dw.weight
F32
F32
[7, 512]
a.gen.wav.tfm.blk.0.conv_pw1.weight
F16
F16
[512, 1536]
a.gen.wav.tfm.blk.0.conv_pw2.weight
F16
F16
[512, 512]
a.gen.wav.tfm.blk.0.ffn_down.weight
F16
F16
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a.gen.wav.tfm.blk.0.ffn_gate.weight
F16
F16
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a.gen.wav.tfm.blk.0.ffn_post_norm.weight
F32
F32
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a.gen.wav.tfm.blk.0.ffn_up.weight
F16
F16
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a.gen.wav.tfm.blk.0.ln1.weight
F32
F32
[512]
a.gen.wav.tfm.blk.0.ln2.weight
F32
F32
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a.gen.wav.tfm.blk.1
a.gen.wav.tfm.blk.1.attn_post_norm.weight
F32
F32
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a.gen.wav.tfm.blk.1.conv_dw.weight
F32
F32
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a.gen.wav.tfm.blk.1.conv_pw1.weight
F16
F16
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a.gen.wav.tfm.blk.1.conv_pw2.weight
F16
F16
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a.gen.wav.tfm.blk.1.ffn_down.weight
F16
F16
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a.gen.wav.tfm.blk.1.ffn_gate.weight
F16
F16
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a.gen.wav.tfm.blk.1.ffn_post_norm.weight
F32
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a.gen.wav.tfm.blk.1.ffn_up.weight
F16
F16
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a.gen.wav.tfm.blk.1.ln1.weight
F32
F32
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a.gen.wav.tfm.blk.1.ln2.weight
F32
F32
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a.gen.wav.tfm.blk.2
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F16
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F16
F16
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a.gen.wav.tfm.blk.2.attn_k_norm.weight
F32
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a.gen.wav.tfm.blk.2.attn_out.weight
F16
F16
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a.gen.wav.tfm.blk.2.attn_post_norm.weight
F32
F32
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a.gen.wav.tfm.blk.2.attn_q.weight
F16
F16
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a.gen.wav.tfm.blk.2.attn_q_norm.weight
F32
F32
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a.gen.wav.tfm.blk.2.attn_v.weight
F16
F16
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a.gen.wav.tfm.blk.2.ffn_down.weight
F16
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