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starcoder2
:15b-instruct-v0.1-q8_0
1.2M
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Updated
11 months ago
StarCoder2 is the next generation of transparently trained open code LLMs that comes in three sizes: 3B, 7B and 15B parameters.
StarCoder2 is the next generation of transparently trained open code LLMs that comes in three sizes: 3B, 7B and 15B parameters.
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3b
7b
15b
starcoder2:15b-instruct-v0.1-q8_0
...
/
model
4d0363d2543c · 17GB
Metadata
general.architecture
starcoder2
starcoder2
general.file_type
Q8_0
Q8_0
starcoder2.attention.head_count
48
48
starcoder2.attention.head_count_kv
4
4
starcoder2.attention.layer_norm_epsilon
1e-05
1e-05
starcoder2.block_count
40
40
starcoder2.context_length
16384
16384
starcoder2.embedding_length
6144
6144
starcoder2.feed_forward_length
24576
24576
starcoder2.rope.freq_base
100000
100000
tokenizer.ggml.bos_token_id
0
0
tokenizer.ggml.eos_token_id
0
0
tokenizer.ggml.merges
[Ġ Ġ, ĠĠ ĠĠ, ĠĠĠĠ ĠĠĠĠ, ĠĠ Ġ, e r, ...]
[Ġ Ġ, ĠĠ ĠĠ, ĠĠĠĠ ĠĠĠĠ, ĠĠ Ġ, e r, ...]
tokenizer.ggml.model
gpt2
gpt2
tokenizer.ggml.token_type
[3, 3, 3, 3, 3, ...]
[3, 3, 3, 3, 3, ...]
tokenizer.ggml.tokens
[<|endoftext|>, <fim_prefix>, <fim_middle>, <fim_suffix>, <fim_pad>, ...]
[<|endoftext|>, <fim_prefix>, <fim_middle>, <fim_suffix>, <fim_pad>, ...]
tokenizer.ggml.unknown_token_id
0
0
Tensor
Name
Type
Shape
token_embd.weight
Q8_0
Q8_0
[6144, 49152]
blk.0
blk.0.attn_k.bias
F32
F32
[512]
blk.0.attn_k.weight
Q8_0
Q8_0
[6144, 512]
blk.0.attn_norm.bias
F32
F32
[6144]
blk.0.attn_norm.weight
F32
F32
[6144]
blk.0.attn_output.bias
F32
F32
[6144]
blk.0.attn_output.weight
Q8_0
Q8_0
[6144, 6144]
blk.0.attn_q.bias
F32
F32
[6144]
blk.0.attn_q.weight
Q8_0
Q8_0
[6144, 6144]
blk.0.attn_v.bias
F32
F32
[512]
blk.0.attn_v.weight
Q8_0
Q8_0
[6144, 512]
blk.0.ffn_down.bias
F32
F32
[6144]
blk.0.ffn_down.weight
Q8_0
Q8_0
[24576, 6144]
blk.0.ffn_norm.bias
F32
F32
[6144]
blk.0.ffn_norm.weight
F32
F32
[6144]
blk.0.ffn_up.bias
F32
F32
[24576]
blk.0.ffn_up.weight
Q8_0
Q8_0
[6144, 24576]
blk.1
blk.1.attn_k.bias
F32
F32
[512]
blk.1.attn_k.weight
Q8_0
Q8_0
[6144, 512]
blk.1.attn_norm.bias
F32
F32
[6144]
blk.1.attn_norm.weight
F32
F32
[6144]
blk.1.attn_output.bias
F32
F32
[6144]
blk.1.attn_output.weight
Q8_0
Q8_0
[6144, 6144]
blk.1.attn_q.bias
F32
F32
[6144]
blk.1.attn_q.weight
Q8_0
Q8_0
[6144, 6144]
blk.1.attn_v.bias
F32
F32
[512]
blk.1.attn_v.weight
Q8_0
Q8_0
[6144, 512]
blk.1.ffn_down.bias
F32
F32
[6144]
blk.1.ffn_down.weight
Q8_0
Q8_0
[24576, 6144]
blk.1.ffn_norm.bias
F32
F32
[6144]
blk.1.ffn_norm.weight
F32
F32
[6144]
blk.1.ffn_up.bias
F32
F32
[24576]
blk.1.ffn_up.weight
Q8_0
Q8_0
[6144, 24576]
blk.2
blk.2.attn_k.bias
F32
F32
[512]
blk.2.attn_k.weight
Q8_0
Q8_0
[6144, 512]
blk.2.attn_norm.bias
F32
F32
[6144]
blk.2.attn_norm.weight
F32
F32
[6144]
blk.2.attn_output.bias
F32
F32
[6144]
blk.2.attn_output.weight
Q8_0
Q8_0
[6144, 6144]
blk.2.attn_q.bias
F32
F32
[6144]
blk.2.attn_q.weight
Q8_0
Q8_0
[6144, 6144]
blk.2.attn_v.bias
F32
F32
[512]
blk.2.attn_v.weight
Q8_0
Q8_0
[6144, 512]
blk.2.ffn_down.bias
F32
F32
[6144]
blk.2.ffn_down.weight
Q8_0
Q8_0
[24576, 6144]
blk.2.ffn_norm.bias
F32
F32
[6144]
blk.2.ffn_norm.weight
F32
F32
[6144]
blk.2.ffn_up.bias
F32
F32
[24576]
blk.2.ffn_up.weight
Q8_0
Q8_0
[6144, 24576]
blk.3
blk.3.attn_k.bias
F32
F32
[512]
blk.3.attn_k.weight
Q8_0
Q8_0
[6144, 512]
blk.3.attn_norm.bias
F32
F32
[6144]
blk.3.attn_norm.weight
F32
F32
[6144]
blk.3.attn_output.bias
F32
F32
[6144]
blk.3.attn_output.weight
Q8_0
Q8_0
[6144, 6144]
blk.3.attn_q.bias
F32
F32
[6144]
blk.3.attn_q.weight
Q8_0
Q8_0
[6144, 6144]
blk.3.attn_v.bias
F32
F32
[512]
blk.3.attn_v.weight
Q8_0
Q8_0
[6144, 512]
blk.3.ffn_down.bias
F32
F32
[6144]
blk.3.ffn_down.weight
Q8_0
Q8_0
[24576, 6144]
blk.3.ffn_norm.bias
F32
F32
[6144]
blk.3.ffn_norm.weight
F32
F32
[6144]
blk.3.ffn_up.bias
F32
F32
[24576]
blk.3.ffn_up.weight
Q8_0
Q8_0
[6144, 24576]
blk.4
blk.4.attn_k.bias
F32
F32
[512]
blk.4.attn_k.weight
Q8_0
Q8_0
[6144, 512]
blk.4.attn_norm.bias
F32
F32
[6144]
blk.4.attn_norm.weight
F32
F32
[6144]
blk.4.attn_output.bias
F32
F32
[6144]
blk.4.attn_output.weight
Q8_0
Q8_0
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blk.4.attn_q.bias
F32
F32
[6144]
blk.4.attn_q.weight
Q8_0
Q8_0
[6144, 6144]
blk.4.attn_v.bias
F32
F32
[512]
blk.4.attn_v.weight
Q8_0
Q8_0
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blk.4.ffn_down.bias
F32
F32
[6144]
blk.4.ffn_down.weight
Q8_0
Q8_0
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blk.4.ffn_norm.bias
F32
F32
[6144]
blk.4.ffn_norm.weight
F32
F32
[6144]
blk.4.ffn_up.bias
F32
F32
[24576]
blk.4.ffn_up.weight
Q8_0
Q8_0
[6144, 24576]
blk.5
blk.5.attn_k.bias
F32
F32
[512]
blk.5.attn_k.weight
Q8_0
Q8_0
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blk.5.attn_norm.bias
F32
F32
[6144]
blk.5.attn_norm.weight
F32
F32
[6144]
blk.5.attn_output.bias
F32
F32
[6144]
blk.5.attn_output.weight
Q8_0
Q8_0
[6144, 6144]
blk.5.attn_q.bias
F32
F32
[6144]
blk.5.attn_q.weight
Q8_0
Q8_0
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blk.5.attn_v.bias
F32
F32
[512]
blk.5.attn_v.weight
Q8_0
Q8_0
[6144, 512]
blk.5.ffn_down.bias
F32
F32
[6144]
blk.5.ffn_down.weight
Q8_0
Q8_0
[24576, 6144]
blk.5.ffn_norm.bias
F32
F32
[6144]
blk.5.ffn_norm.weight
F32
F32
[6144]
blk.5.ffn_up.bias
F32
F32
[24576]
blk.5.ffn_up.weight
Q8_0
Q8_0
[6144, 24576]
blk.6
blk.6.attn_k.bias
F32
F32
[512]
blk.6.attn_k.weight
Q8_0
Q8_0
[6144, 512]
blk.6.attn_norm.bias
F32
F32
[6144]
blk.6.attn_norm.weight
F32
F32
[6144]
blk.6.attn_output.bias
F32
F32
[6144]
blk.6.attn_output.weight
Q8_0
Q8_0
[6144, 6144]
blk.6.attn_q.bias
F32
F32
[6144]
blk.6.attn_q.weight
Q8_0
Q8_0
[6144, 6144]
blk.6.attn_v.bias
F32
F32
[512]
blk.6.attn_v.weight
Q8_0
Q8_0
[6144, 512]
blk.6.ffn_down.bias
F32
F32
[6144]
blk.6.ffn_down.weight
Q8_0
Q8_0
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blk.6.ffn_norm.bias
F32
F32
[6144]
blk.6.ffn_norm.weight
F32
F32
[6144]
blk.6.ffn_up.bias
F32
F32
[24576]
blk.6.ffn_up.weight
Q8_0
Q8_0
[6144, 24576]
blk.7
blk.7.attn_k.bias
F32
F32
[512]
blk.7.attn_k.weight
Q8_0
Q8_0
[6144, 512]
blk.7.attn_norm.bias
F32
F32
[6144]
blk.7.attn_norm.weight
F32
F32
[6144]
blk.7.attn_output.bias
F32
F32
[6144]
blk.7.attn_output.weight
Q8_0
Q8_0
[6144, 6144]
blk.7.attn_q.bias
F32
F32
[6144]
blk.7.attn_q.weight
Q8_0
Q8_0
[6144, 6144]
blk.7.attn_v.bias
F32
F32
[512]
blk.7.attn_v.weight
Q8_0
Q8_0
[6144, 512]
blk.7.ffn_down.bias
F32
F32
[6144]
blk.7.ffn_down.weight
Q8_0
Q8_0
[24576, 6144]
blk.7.ffn_norm.bias
F32
F32
[6144]
blk.7.ffn_norm.weight
F32
F32
[6144]
blk.7.ffn_up.bias
F32
F32
[24576]
blk.7.ffn_up.weight
Q8_0
Q8_0
[6144, 24576]
blk.8
blk.8.attn_k.bias
F32
F32
[512]
blk.8.attn_k.weight
Q8_0
Q8_0
[6144, 512]
blk.8.attn_norm.bias
F32
F32
[6144]
blk.8.attn_norm.weight
F32
F32
[6144]
blk.8.attn_output.bias
F32
F32
[6144]
blk.8.attn_output.weight
Q8_0
Q8_0
[6144, 6144]
blk.8.attn_q.bias
F32
F32
[6144]
blk.8.attn_q.weight
Q8_0
Q8_0
[6144, 6144]
blk.8.attn_v.bias
F32
F32
[512]
blk.8.attn_v.weight
Q8_0
Q8_0
[6144, 512]
blk.8.ffn_down.bias
F32
F32
[6144]
blk.8.ffn_down.weight
Q8_0
Q8_0
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blk.8.ffn_norm.bias
F32
F32
[6144]
blk.8.ffn_norm.weight
F32
F32
[6144]
blk.8.ffn_up.bias
F32
F32
[24576]
blk.8.ffn_up.weight
Q8_0
Q8_0
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blk.9
blk.9.attn_k.bias
F32
F32
[512]
blk.9.attn_k.weight
Q8_0
Q8_0
[6144, 512]
blk.9.attn_norm.bias
F32
F32
[6144]
blk.9.attn_norm.weight
F32
F32
[6144]
blk.9.attn_output.bias
F32
F32
[6144]
blk.9.attn_output.weight
Q8_0
Q8_0
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blk.9.attn_q.bias
F32
F32
[6144]
blk.9.attn_q.weight
Q8_0
Q8_0
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blk.9.attn_v.bias
F32
F32
[512]
blk.9.attn_v.weight
Q8_0
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blk.9.ffn_down.bias
F32
F32
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Q8_0
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blk.9.ffn_norm.bias
F32
F32
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blk.9.ffn_norm.weight
F32
F32
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blk.9.ffn_up.bias
F32
F32
[24576]
blk.9.ffn_up.weight
Q8_0
Q8_0
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blk.10
blk.10.attn_k.bias
F32
F32
[512]
blk.10.attn_k.weight
Q8_0
Q8_0
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blk.10.attn_norm.bias
F32
F32
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F32
F32
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blk.10.attn_output.bias
F32
F32
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blk.10.attn_q.bias
F32
F32
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Q8_0
Q8_0
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blk.10.attn_v.bias
F32
F32
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Q8_0
Q8_0
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blk.10.ffn_down.bias
F32
F32
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blk.10.ffn_down.weight
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blk.10.ffn_norm.bias
F32
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blk.10.ffn_norm.weight
F32
F32
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blk.10.ffn_up.bias
F32
F32
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blk.10.ffn_up.weight
Q8_0
Q8_0
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blk.11
blk.11.attn_k.bias
F32
F32
[512]
blk.11.attn_k.weight
Q8_0
Q8_0
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blk.11.attn_norm.bias
F32
F32
[6144]
blk.11.attn_norm.weight
F32
F32
[6144]
blk.11.attn_output.bias
F32
F32
[6144]
blk.11.attn_output.weight
Q8_0
Q8_0
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blk.11.attn_q.bias
F32
F32
[6144]
blk.11.attn_q.weight
Q8_0
Q8_0
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blk.11.attn_v.bias
F32
F32
[512]
blk.11.attn_v.weight
Q8_0
Q8_0
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blk.11.ffn_down.bias
F32
F32
[6144]
blk.11.ffn_down.weight
Q8_0
Q8_0
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blk.11.ffn_norm.bias
F32
F32
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blk.11.ffn_norm.weight
F32
F32
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blk.11.ffn_up.bias
F32
F32
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blk.11.ffn_up.weight
Q8_0
Q8_0
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blk.12
blk.12.attn_k.bias
F32
F32
[512]
blk.12.attn_k.weight
Q8_0
Q8_0
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blk.12.attn_norm.bias
F32
F32
[6144]
blk.12.attn_norm.weight
F32
F32
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blk.12.attn_output.bias
F32
F32
[6144]
blk.12.attn_output.weight
Q8_0
Q8_0
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blk.12.attn_q.bias
F32
F32
[6144]
blk.12.attn_q.weight
Q8_0
Q8_0
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blk.12.attn_v.bias
F32
F32
[512]
blk.12.attn_v.weight
Q8_0
Q8_0
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blk.12.ffn_down.bias
F32
F32
[6144]
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Q8_0
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blk.12.ffn_norm.bias
F32
F32
[6144]
blk.12.ffn_norm.weight
F32
F32
[6144]
blk.12.ffn_up.bias
F32
F32
[24576]
blk.12.ffn_up.weight
Q8_0
Q8_0
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blk.13
blk.13.attn_k.bias
F32
F32
[512]
blk.13.attn_k.weight
Q8_0
Q8_0
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blk.13.attn_norm.bias
F32
F32
[6144]
blk.13.attn_norm.weight
F32
F32
[6144]
blk.13.attn_output.bias
F32
F32
[6144]
blk.13.attn_output.weight
Q8_0
Q8_0
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blk.13.attn_q.bias
F32
F32
[6144]
blk.13.attn_q.weight
Q8_0
Q8_0
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blk.13.attn_v.bias
F32
F32
[512]
blk.13.attn_v.weight
Q8_0
Q8_0
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blk.13.ffn_down.bias
F32
F32
[6144]
blk.13.ffn_down.weight
Q8_0
Q8_0
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blk.13.ffn_norm.bias
F32
F32
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blk.13.ffn_norm.weight
F32
F32
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blk.13.ffn_up.bias
F32
F32
[24576]
blk.13.ffn_up.weight
Q8_0
Q8_0
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blk.14
blk.14.attn_k.bias
F32
F32
[512]
blk.14.attn_k.weight
Q8_0
Q8_0
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blk.14.attn_norm.bias
F32
F32
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blk.14.attn_norm.weight
F32
F32
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blk.14.attn_output.bias
F32
F32
[6144]
blk.14.attn_output.weight
Q8_0
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blk.14.attn_q.bias
F32
F32
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blk.14.attn_q.weight
Q8_0
Q8_0
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blk.14.attn_v.bias
F32
F32
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blk.14.attn_v.weight
Q8_0
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blk.14.ffn_down.bias
F32
F32
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blk.14.ffn_norm.bias
F32
F32
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blk.14.ffn_norm.weight
F32
F32
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blk.14.ffn_up.bias
F32
F32
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blk.14.ffn_up.weight
Q8_0
Q8_0
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blk.15
blk.15.attn_k.bias
F32
F32
[512]
blk.15.attn_k.weight
Q8_0
Q8_0
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blk.15.attn_norm.bias
F32
F32
[6144]
blk.15.attn_norm.weight
F32
F32
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blk.15.attn_output.bias
F32
F32
[6144]
blk.15.attn_output.weight
Q8_0
Q8_0
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blk.15.attn_q.bias
F32
F32
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blk.15.attn_q.weight
Q8_0
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blk.15.attn_v.bias
F32
F32
[512]
blk.15.attn_v.weight
Q8_0
Q8_0
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blk.15.ffn_down.bias
F32
F32
[6144]
blk.15.ffn_down.weight
Q8_0
Q8_0
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blk.15.ffn_norm.bias
F32
F32
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blk.15.ffn_norm.weight
F32
F32
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blk.15.ffn_up.bias
F32
F32
[24576]
blk.15.ffn_up.weight
Q8_0
Q8_0
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blk.16
blk.16.attn_k.bias
F32
F32
[512]
blk.16.attn_k.weight
Q8_0
Q8_0
[6144, 512]
blk.16.attn_norm.bias
F32
F32
[6144]
blk.16.attn_norm.weight
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