heredos/ rwkv7:latest

871 6 months ago

an rwkv repo that tries to be less confusing, more up to date and with some QOL features

tools thinking 0.1b 0.4b 1.5b 2.9b 7.2b 13.3b
... /
model
dc692d95b7f1 ยท 2.6GB
    Metadata
  • general.architecture
    rwkv7
  • general.file_type
    Q6_K
  • rwkv7.attention.decay_lora_rank
    96
  • rwkv7.attention.gate_lora_rank
    320
  • rwkv7.attention.head_count
    0
  • rwkv7.attention.iclr_lora_rank
    96
  • rwkv7.attention.layer_norm_epsilon
    1e-05
  • rwkv7.attention.value_residual_mix_lora_rank
    64
  • rwkv7.block_count
    32
  • rwkv7.context_length
    1048576
  • rwkv7.embedding_length
    2560
  • rwkv7.feed_forward_length
    10240
  • rwkv7.wkv.head_size
    64
  • tokenizer.ggml.bos_token_id
    0
  • tokenizer.ggml.eos_token_id
    0
  • tokenizer.ggml.eot_token_id
    261
  • tokenizer.ggml.model
    rwkv
  • tokenizer.ggml.token_type
    [3, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [<s>, \x00, \x01, \x02, \x03, ...]
    • Tensor
  • token_embd.weight
    Q6_K
    [2560, 65536]
    • blk.0
  • blk.0.attn_norm.bias
    F32
    [2560]
  • blk.0.attn_norm.weight
    F32
    [2560]
  • blk.0.attn_norm_2.bias
    F32
    [2560]
  • blk.0.attn_norm_2.weight
    F32
    [2560]
  • blk.0.channel_mix_key.weight
    Q6_K
    [2560, 10240]
  • blk.0.channel_mix_lerp_k.weight
    F32
    [2560]
  • blk.0.channel_mix_value.weight
    Q6_K
    [10240, 2560]
  • blk.0.time_mix_a0.weight
    F32
    [2560]
  • blk.0.time_mix_a1.weight
    F16
    [2560, 96]
  • blk.0.time_mix_a2.weight
    F16
    [96, 2560]
  • blk.0.time_mix_g1.weight
    F16
    [2560, 320]
  • blk.0.time_mix_g2.weight
    F16
    [320, 2560]
  • blk.0.time_mix_k_a.weight
    F32
    [2560]
  • blk.0.time_mix_k_k.weight
    F32
    [2560]
  • blk.0.time_mix_key.weight
    Q6_K
    [2560, 2560]
  • blk.0.time_mix_lerp_fused.weight
    F32
    [2560, 1, 1, 6]
  • blk.0.time_mix_ln.bias
    F32
    [2560]
  • blk.0.time_mix_ln.weight
    F32
    [2560]
  • blk.0.time_mix_output.weight
    Q6_K
    [2560, 2560]
  • blk.0.time_mix_r_k.weight
    F32
    [2560]
  • blk.0.time_mix_receptance.weight
    Q6_K
    [2560, 2560]
  • blk.0.time_mix_v0.weight
    F32
    [2560]
  • blk.0.time_mix_v1.weight
    F16
    [2560, 96]
  • blk.0.time_mix_v2.weight
    F16
    [96, 2560]
  • blk.0.time_mix_value.weight
    Q6_K
    [2560, 2560]
  • blk.0.time_mix_w0.weight
    F32
    [2560]
  • blk.0.time_mix_w1.weight
    F32
    [2560, 96]
  • blk.0.time_mix_w2.weight
    F32
    [96, 2560]
    • blk.1
  • blk.1.attn_norm.bias
    F32
    [2560]
  • blk.1.attn_norm.weight
    F32
    [2560]
  • blk.1.attn_norm_2.bias
    F32
    [2560]
  • blk.1.attn_norm_2.weight
    F32
    [2560]
  • blk.1.channel_mix_key.weight
    Q6_K
    [2560, 10240]
  • blk.1.channel_mix_lerp_k.weight
    F32
    [2560]
  • blk.1.channel_mix_value.weight
    Q6_K
    [10240, 2560]
  • blk.1.time_mix_a0.weight
    F32
    [2560]
  • blk.1.time_mix_a1.weight
    F16
    [2560, 96]
  • blk.1.time_mix_a2.weight
    F16
    [96, 2560]
  • blk.1.time_mix_g1.weight
    F16
    [2560, 320]
  • blk.1.time_mix_g2.weight
    F16
    [320, 2560]
  • blk.1.time_mix_k_a.weight
    F32
    [2560]
  • blk.1.time_mix_k_k.weight
    F32
    [2560]
  • blk.1.time_mix_key.weight
    Q6_K
    [2560, 2560]
  • blk.1.time_mix_lerp_fused.weight
    F32
    [2560, 1, 1, 6]
  • blk.1.time_mix_ln.bias
    F32
    [2560]
  • blk.1.time_mix_ln.weight
    F32
    [2560]
  • blk.1.time_mix_output.weight
    Q6_K
    [2560, 2560]
  • blk.1.time_mix_r_k.weight
    F32
    [2560]
  • blk.1.time_mix_receptance.weight
    Q6_K
    [2560, 2560]
  • blk.1.time_mix_v0.weight
    F32
    [2560]
  • blk.1.time_mix_v1.weight
    F16
    [2560, 64]
  • blk.1.time_mix_v2.weight
    F16
    [64, 2560]
  • blk.1.time_mix_value.weight
    Q6_K
    [2560, 2560]
  • blk.1.time_mix_w0.weight
    F32
    [2560]
  • blk.1.time_mix_w1.weight
    F32
    [2560, 96]
  • blk.1.time_mix_w2.weight
    F32
    [96, 2560]
    • blk.2
  • blk.2.attn_norm.bias
    F32
    [2560]
  • blk.2.attn_norm.weight
    F32
    [2560]
  • blk.2.attn_norm_2.bias
    F32
    [2560]
  • blk.2.attn_norm_2.weight
    F32
    [2560]
  • blk.2.channel_mix_key.weight
    Q6_K
    [2560, 10240]
  • blk.2.channel_mix_lerp_k.weight
    F32
    [2560]
  • blk.2.channel_mix_value.weight
    Q6_K
    [10240, 2560]
  • blk.2.time_mix_a0.weight
    F32
    [2560]
  • blk.2.time_mix_a1.weight
    F16
    [2560, 96]
  • blk.2.time_mix_a2.weight
    F16
    [96, 2560]
  • blk.2.time_mix_g1.weight
    F16
    [2560, 320]
  • blk.2.time_mix_g2.weight
    F16
    [320, 2560]
  • blk.2.time_mix_k_a.weight
    F32
    [2560]
  • blk.2.time_mix_k_k.weight
    F32
    [2560]
  • blk.2.time_mix_key.weight
    Q6_K
    [2560, 2560]
  • blk.2.time_mix_lerp_fused.weight
    F32
    [2560, 1, 1, 6]
  • blk.2.time_mix_ln.bias
    F32
    [2560]
  • blk.2.time_mix_ln.weight
    F32
    [2560]
  • blk.2.time_mix_output.weight
    Q6_K
    [2560, 2560]
  • blk.2.time_mix_r_k.weight
    F32
    [2560]
  • blk.2.time_mix_receptance.weight
    Q6_K
    [2560, 2560]
  • blk.2.time_mix_v0.weight
    F32
    [2560]
  • blk.2.time_mix_v1.weight
    F16
    [2560, 64]
  • blk.2.time_mix_v2.weight
    F16
    [64, 2560]
  • blk.2.time_mix_value.weight
    Q6_K
    [2560, 2560]
  • blk.2.time_mix_w0.weight
    F32
    [2560]
  • blk.2.time_mix_w1.weight
    F32
    [2560, 96]
  • blk.2.time_mix_w2.weight
    F32
    [96, 2560]
    • blk.3
  • blk.3.attn_norm.bias
    F32
    [2560]
  • blk.3.attn_norm.weight
    F32
    [2560]
  • blk.3.attn_norm_2.bias
    F32
    [2560]
  • blk.3.attn_norm_2.weight
    F32
    [2560]
  • blk.3.channel_mix_key.weight
    Q6_K
    [2560, 10240]
  • blk.3.channel_mix_lerp_k.weight
    F32
    [2560]
  • blk.3.channel_mix_value.weight
    Q6_K
    [10240, 2560]
  • blk.3.time_mix_a0.weight
    F32
    [2560]
  • blk.3.time_mix_a1.weight
    F16
    [2560, 96]
  • blk.3.time_mix_a2.weight
    F16
    [96, 2560]
  • blk.3.time_mix_g1.weight
    F16
    [2560, 320]
  • blk.3.time_mix_g2.weight
    F16
    [320, 2560]
  • blk.3.time_mix_k_a.weight
    F32
    [2560]
  • blk.3.time_mix_k_k.weight
    F32
    [2560]
  • blk.3.time_mix_key.weight
    Q6_K
    [2560, 2560]
  • blk.3.time_mix_lerp_fused.weight
    F32
    [2560, 1, 1, 6]
  • blk.3.time_mix_ln.bias
    F32
    [2560]
  • blk.3.time_mix_ln.weight
    F32
    [2560]
  • blk.3.time_mix_output.weight
    Q6_K
    [2560, 2560]
  • blk.3.time_mix_r_k.weight
    F32
    [2560]
  • blk.3.time_mix_receptance.weight
    Q6_K
    [2560, 2560]
  • blk.3.time_mix_v0.weight
    F32
    [2560]
  • blk.3.time_mix_v1.weight
    F16
    [2560, 64]
  • blk.3.time_mix_v2.weight
    F16
    [64, 2560]
  • blk.3.time_mix_value.weight
    Q6_K
    [2560, 2560]
  • blk.3.time_mix_w0.weight
    F32
    [2560]
  • blk.3.time_mix_w1.weight
    F32
    [2560, 96]
  • blk.3.time_mix_w2.weight
    F32
    [96, 2560]
    • blk.4
  • blk.4.attn_norm.bias
    F32
    [2560]
  • blk.4.attn_norm.weight
    F32
    [2560]
  • blk.4.attn_norm_2.bias
    F32
    [2560]
  • blk.4.attn_norm_2.weight
    F32
    [2560]
  • blk.4.channel_mix_key.weight
    Q6_K
    [2560, 10240]
  • blk.4.channel_mix_lerp_k.weight
    F32
    [2560]
  • blk.4.channel_mix_value.weight
    Q6_K
    [10240, 2560]
  • blk.4.time_mix_a0.weight
    F32
    [2560]
  • blk.4.time_mix_a1.weight
    F16
    [2560, 96]
  • blk.4.time_mix_a2.weight
    F16
    [96, 2560]
  • blk.4.time_mix_g1.weight
    F16
    [2560, 320]
  • blk.4.time_mix_g2.weight
    F16
    [320, 2560]
  • blk.4.time_mix_k_a.weight
    F32
    [2560]
  • blk.4.time_mix_k_k.weight
    F32
    [2560]
  • blk.4.time_mix_key.weight
    Q6_K
    [2560, 2560]
  • blk.4.time_mix_lerp_fused.weight
    F32
    [2560, 1, 1, 6]
  • blk.4.time_mix_ln.bias
    F32
    [2560]
  • blk.4.time_mix_ln.weight
    F32
    [2560]
  • blk.4.time_mix_output.weight
    Q6_K
    [2560, 2560]
  • blk.4.time_mix_r_k.weight
    F32
    [2560]
  • blk.4.time_mix_receptance.weight
    Q6_K
    [2560, 2560]
  • blk.4.time_mix_v0.weight
    F32
    [2560]
  • blk.4.time_mix_v1.weight
    F16
    [2560, 64]
  • blk.4.time_mix_v2.weight
    F16
    [64, 2560]
  • blk.4.time_mix_value.weight
    Q6_K
    [2560, 2560]
  • blk.4.time_mix_w0.weight
    F32
    [2560]
  • blk.4.time_mix_w1.weight
    F32
    [2560, 96]
  • blk.4.time_mix_w2.weight
    F32
    [96, 2560]
    • blk.5
  • blk.5.attn_norm.bias
    F32
    [2560]
  • blk.5.attn_norm.weight
    F32
    [2560]
  • blk.5.attn_norm_2.bias
    F32
    [2560]
  • blk.5.attn_norm_2.weight
    F32
    [2560]
  • blk.5.channel_mix_key.weight
    Q6_K
    [2560, 10240]
  • blk.5.channel_mix_lerp_k.weight
    F32
    [2560]
  • blk.5.channel_mix_value.weight
    Q6_K
    [10240, 2560]
  • blk.5.time_mix_a0.weight
    F32
    [2560]
  • blk.5.time_mix_a1.weight
    F16
    [2560, 96]
  • blk.5.time_mix_a2.weight
    F16
    [96, 2560]
  • blk.5.time_mix_g1.weight
    F16
    [2560, 320]
  • blk.5.time_mix_g2.weight
    F16
    [320, 2560]
  • blk.5.time_mix_k_a.weight
    F32
    [2560]
  • blk.5.time_mix_k_k.weight
    F32
    [2560]
  • blk.5.time_mix_key.weight
    Q6_K
    [2560, 2560]
  • blk.5.time_mix_lerp_fused.weight
    F32
    [2560, 1, 1, 6]
  • blk.5.time_mix_ln.bias
    F32
    [2560]
  • blk.5.time_mix_ln.weight
    F32
    [2560]
  • blk.5.time_mix_output.weight
    Q6_K
    [2560, 2560]
  • blk.5.time_mix_r_k.weight
    F32
    [2560]
  • blk.5.time_mix_receptance.weight
    Q6_K
    [2560, 2560]
  • blk.5.time_mix_v0.weight
    F32
    [2560]
  • blk.5.time_mix_v1.weight
    F16
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  • blk.5.time_mix_v2.weight
    F16
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  • blk.5.time_mix_value.weight
    Q6_K
    [2560, 2560]
  • blk.5.time_mix_w0.weight
    F32
    [2560]
  • blk.5.time_mix_w1.weight
    F32
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  • blk.5.time_mix_w2.weight
    F32
    [96, 2560]
    • blk.6
  • blk.6.attn_norm.bias
    F32
    [2560]
  • blk.6.attn_norm.weight
    F32
    [2560]
  • blk.6.attn_norm_2.bias
    F32
    [2560]
  • blk.6.attn_norm_2.weight
    F32
    [2560]
  • blk.6.channel_mix_key.weight
    Q6_K
    [2560, 10240]
  • blk.6.channel_mix_lerp_k.weight
    F32
    [2560]
  • blk.6.channel_mix_value.weight
    Q6_K
    [10240, 2560]
  • blk.6.time_mix_a0.weight
    F32
    [2560]
  • blk.6.time_mix_a1.weight
    F16
    [2560, 96]
  • blk.6.time_mix_a2.weight
    F16
    [96, 2560]
  • blk.6.time_mix_g1.weight
    F16
    [2560, 320]
  • blk.6.time_mix_g2.weight
    F16
    [320, 2560]
  • blk.6.time_mix_k_a.weight
    F32
    [2560]
  • blk.6.time_mix_k_k.weight
    F32
    [2560]
  • blk.6.time_mix_key.weight
    Q6_K
    [2560, 2560]
  • blk.6.time_mix_lerp_fused.weight
    F32
    [2560, 1, 1, 6]
  • blk.6.time_mix_ln.bias
    F32
    [2560]
  • blk.6.time_mix_ln.weight
    F32
    [2560]
  • blk.6.time_mix_output.weight
    Q6_K
    [2560, 2560]
  • blk.6.time_mix_r_k.weight
    F32
    [2560]
  • blk.6.time_mix_receptance.weight
    Q6_K
    [2560, 2560]
  • blk.6.time_mix_v0.weight
    F32
    [2560]
  • blk.6.time_mix_v1.weight
    F16
    [2560, 64]
  • blk.6.time_mix_v2.weight
    F16
    [64, 2560]
  • blk.6.time_mix_value.weight
    Q6_K
    [2560, 2560]
  • blk.6.time_mix_w0.weight
    F32
    [2560]
  • blk.6.time_mix_w1.weight
    F32
    [2560, 96]
  • blk.6.time_mix_w2.weight
    F32
    [96, 2560]
    • blk.7
  • blk.7.attn_norm.bias
    F32
    [2560]
  • blk.7.attn_norm.weight
    F32
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  • blk.7.attn_norm_2.bias
    F32
    [2560]
  • blk.7.attn_norm_2.weight
    F32
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    Q6_K
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  • blk.7.channel_mix_lerp_k.weight
    F32
    [2560]
  • blk.7.channel_mix_value.weight
    Q6_K
    [10240, 2560]
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    F32
    [2560]
  • blk.7.time_mix_a1.weight
    F16
    [2560, 96]
  • blk.7.time_mix_a2.weight
    F16
    [96, 2560]
  • blk.7.time_mix_g1.weight
    F16
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  • blk.7.time_mix_g2.weight
    F16
    [320, 2560]
  • blk.7.time_mix_k_a.weight
    F32
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  • blk.7.time_mix_k_k.weight
    F32
    [2560]
  • blk.7.time_mix_key.weight
    Q6_K
    [2560, 2560]
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    F32
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    F32
    [2560]
  • blk.7.time_mix_ln.weight
    F32
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    Q6_K
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    F32
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    Q6_K
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    F32
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    F16
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    F16
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    Q6_K
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    F32
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    F32
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    F32
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    • blk.8
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    F32
    [2560]
  • blk.8.attn_norm.weight
    F32
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    F32
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  • blk.8.attn_norm_2.weight
    F32
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    Q6_K
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  • blk.8.channel_mix_lerp_k.weight
    F32
    [2560]
  • blk.8.channel_mix_value.weight
    Q6_K
    [10240, 2560]
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    F32
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    F16
    [2560, 96]
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    F16
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  • blk.8.time_mix_g1.weight
    F16
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  • blk.8.time_mix_g2.weight
    F16
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  • blk.8.time_mix_k_a.weight
    F32
    [2560]
  • blk.8.time_mix_k_k.weight
    F32
    [2560]
  • blk.8.time_mix_key.weight
    Q6_K
    [2560, 2560]
  • blk.8.time_mix_lerp_fused.weight
    F32
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  • blk.8.time_mix_ln.bias
    F32
    [2560]
  • blk.8.time_mix_ln.weight
    F32
    [2560]
  • blk.8.time_mix_output.weight
    Q6_K
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    F32
    [2560]
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    Q6_K
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  • blk.8.time_mix_v0.weight
    F32
    [2560]
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    F32
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    F32
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    F32
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    F16
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    F16
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    Q6_K
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    Q6_K
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    F32
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    F16
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    F16
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    F16
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    F16
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    F32
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    F32
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    F32
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    F32
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    F32
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    Q6_K
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    F32
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    Q6_K
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    F32
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    F16
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    F16
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    Q6_K
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    Q6_K
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    F32
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    Q6_K
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    F32
    [2560]
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    F16
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    F16
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    F16
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    F16
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    F32
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    F32
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    Q6_K
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    F32
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    F32
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    F32
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    Q6_K
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    F32
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    Q6_K
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    F32
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    F16
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    F16
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    Q6_K
    [2560, 2560]
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    F32
    [2560]
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    F32
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    F32
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    F32
    [2560]
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    F32
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    F32
    [2560]
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    F32
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    Q6_K
    [2560, 10240]
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    F32
    [2560]
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    Q6_K
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    F32
    [2560]
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    F16
    [2560, 96]
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    F16
    [96, 2560]
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    F16
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    F16
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    F32
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    F32
    [2560]
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    Q6_K
    [2560, 2560]
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    F32
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    F32
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    F32
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    Q6_K
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    F32
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    Q6_K
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    F32
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    F16
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    F16
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F16
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    F16
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    F32
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    F32
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    F32
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    Q6_K
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    F32
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    F32
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    F16
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    F32
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