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huihui_ai
/
microthinker
:3b-preview-q8_0
530
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Updated
7 months ago
MicroThinker is an experimental research model focused on advancing AI reasoning capabilities.
MicroThinker is an experimental research model focused on advancing AI reasoning capabilities.
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tools
1b
3b
8b
microthinker:3b-preview-q8_0
...
/
model
81ca5c2d3d75 · 3.4GB
Metadata
general.architecture
llama
llama
general.file_type
Q8_0
Q8_0
llama.attention.head_count
24
24
llama.attention.head_count_kv
8
8
llama.attention.key_length
128
128
llama.attention.layer_norm_rms_epsilon
1e-05
1e-05
llama.attention.value_length
128
128
llama.block_count
28
28
llama.context_length
131072
131072
llama.embedding_length
3072
3072
llama.feed_forward_length
8192
8192
llama.rope.dimension_count
128
128
llama.rope.freq_base
500000
500000
llama.vocab_size
128256
128256
tokenizer.ggml.bos_token_id
128000
128000
tokenizer.ggml.eos_token_id
128009
128009
tokenizer.ggml.merges
[Ġ Ġ, Ġ ĠĠĠ, ĠĠ ĠĠ, ĠĠĠ Ġ, i n, ...]
[Ġ Ġ, Ġ ĠĠĠ, ĠĠ ĠĠ, ĠĠĠ Ġ, i n, ...]
tokenizer.ggml.model
gpt2
gpt2
tokenizer.ggml.padding_token_id
128009
128009
tokenizer.ggml.pre
llama-bpe
llama-bpe
tokenizer.ggml.token_type
[1, 1, 1, 1, 1, ...]
[1, 1, 1, 1, 1, ...]
tokenizer.ggml.tokens
[!, ", #, $, %, ...]
[!, ", #, $, %, ...]
Tensor
Name
Type
Shape
token_embd.weight
Q8_0
Q8_0
[3072, 128256]
blk.0
blk.0.attn_k.weight
Q8_0
Q8_0
[3072, 1024]
blk.0.attn_norm.weight
F32
F32
[3072]
blk.0.attn_output.weight
Q8_0
Q8_0
[3072, 3072]
blk.0.attn_q.weight
Q8_0
Q8_0
[3072, 3072]
blk.0.attn_v.weight
Q8_0
Q8_0
[3072, 1024]
blk.0.ffn_down.weight
Q8_0
Q8_0
[8192, 3072]
blk.0.ffn_gate.weight
Q8_0
Q8_0
[3072, 8192]
blk.0.ffn_norm.weight
F32
F32
[3072]
blk.0.ffn_up.weight
Q8_0
Q8_0
[3072, 8192]
blk.1
blk.1.attn_k.weight
Q8_0
Q8_0
[3072, 1024]
blk.1.attn_norm.weight
F32
F32
[3072]
blk.1.attn_output.weight
Q8_0
Q8_0
[3072, 3072]
blk.1.attn_q.weight
Q8_0
Q8_0
[3072, 3072]
blk.1.attn_v.weight
Q8_0
Q8_0
[3072, 1024]
blk.1.ffn_down.weight
Q8_0
Q8_0
[8192, 3072]
blk.1.ffn_gate.weight
Q8_0
Q8_0
[3072, 8192]
blk.1.ffn_norm.weight
F32
F32
[3072]
blk.1.ffn_up.weight
Q8_0
Q8_0
[3072, 8192]
blk.2
blk.2.attn_k.weight
Q8_0
Q8_0
[3072, 1024]
blk.2.attn_norm.weight
F32
F32
[3072]
blk.2.attn_output.weight
Q8_0
Q8_0
[3072, 3072]
blk.2.attn_q.weight
Q8_0
Q8_0
[3072, 3072]
blk.2.attn_v.weight
Q8_0
Q8_0
[3072, 1024]
blk.2.ffn_down.weight
Q8_0
Q8_0
[8192, 3072]
blk.2.ffn_gate.weight
Q8_0
Q8_0
[3072, 8192]
blk.2.ffn_norm.weight
F32
F32
[3072]
blk.2.ffn_up.weight
Q8_0
Q8_0
[3072, 8192]
blk.3
blk.3.attn_k.weight
Q8_0
Q8_0
[3072, 1024]
blk.3.attn_norm.weight
F32
F32
[3072]
blk.3.attn_output.weight
Q8_0
Q8_0
[3072, 3072]
blk.3.attn_q.weight
Q8_0
Q8_0
[3072, 3072]
blk.3.attn_v.weight
Q8_0
Q8_0
[3072, 1024]
blk.3.ffn_down.weight
Q8_0
Q8_0
[8192, 3072]
blk.3.ffn_gate.weight
Q8_0
Q8_0
[3072, 8192]
blk.3.ffn_norm.weight
F32
F32
[3072]
blk.3.ffn_up.weight
Q8_0
Q8_0
[3072, 8192]
blk.4
blk.4.attn_k.weight
Q8_0
Q8_0
[3072, 1024]
blk.4.attn_norm.weight
F32
F32
[3072]
blk.4.attn_output.weight
Q8_0
Q8_0
[3072, 3072]
blk.4.attn_q.weight
Q8_0
Q8_0
[3072, 3072]
blk.4.attn_v.weight
Q8_0
Q8_0
[3072, 1024]
blk.4.ffn_down.weight
Q8_0
Q8_0
[8192, 3072]
blk.4.ffn_gate.weight
Q8_0
Q8_0
[3072, 8192]
blk.4.ffn_norm.weight
F32
F32
[3072]
blk.4.ffn_up.weight
Q8_0
Q8_0
[3072, 8192]
blk.5
blk.5.attn_k.weight
Q8_0
Q8_0
[3072, 1024]
blk.5.attn_norm.weight
F32
F32
[3072]
blk.5.attn_output.weight
Q8_0
Q8_0
[3072, 3072]
blk.5.attn_q.weight
Q8_0
Q8_0
[3072, 3072]
blk.5.attn_v.weight
Q8_0
Q8_0
[3072, 1024]
blk.5.ffn_down.weight
Q8_0
Q8_0
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blk.5.ffn_gate.weight
Q8_0
Q8_0
[3072, 8192]
blk.5.ffn_norm.weight
F32
F32
[3072]
blk.5.ffn_up.weight
Q8_0
Q8_0
[3072, 8192]
blk.6
blk.6.attn_k.weight
Q8_0
Q8_0
[3072, 1024]
blk.6.attn_norm.weight
F32
F32
[3072]
blk.6.attn_output.weight
Q8_0
Q8_0
[3072, 3072]
blk.6.attn_q.weight
Q8_0
Q8_0
[3072, 3072]
blk.6.attn_v.weight
Q8_0
Q8_0
[3072, 1024]
blk.6.ffn_down.weight
Q8_0
Q8_0
[8192, 3072]
blk.6.ffn_gate.weight
Q8_0
Q8_0
[3072, 8192]
blk.6.ffn_norm.weight
F32
F32
[3072]
blk.6.ffn_up.weight
Q8_0
Q8_0
[3072, 8192]
blk.7
blk.7.attn_k.weight
Q8_0
Q8_0
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blk.7.attn_norm.weight
F32
F32
[3072]
blk.7.attn_output.weight
Q8_0
Q8_0
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blk.7.attn_q.weight
Q8_0
Q8_0
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Q8_0
Q8_0
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Q8_0
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Q8_0
Q8_0
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blk.7.ffn_norm.weight
F32
F32
[3072]
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Q8_0
Q8_0
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blk.8
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Q8_0
Q8_0
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blk.8.attn_norm.weight
F32
F32
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blk.8.attn_q.weight
Q8_0
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blk.8.attn_v.weight
Q8_0
Q8_0
[3072, 1024]
blk.8.ffn_down.weight
Q8_0
Q8_0
[8192, 3072]
blk.8.ffn_gate.weight
Q8_0
Q8_0
[3072, 8192]
blk.8.ffn_norm.weight
F32
F32
[3072]
blk.8.ffn_up.weight
Q8_0
Q8_0
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blk.9
blk.9.attn_k.weight
Q8_0
Q8_0
[3072, 1024]
blk.9.attn_norm.weight
F32
F32
[3072]
blk.9.attn_output.weight
Q8_0
Q8_0
[3072, 3072]
blk.9.attn_q.weight
Q8_0
Q8_0
[3072, 3072]
blk.9.attn_v.weight
Q8_0
Q8_0
[3072, 1024]
blk.9.ffn_down.weight
Q8_0
Q8_0
[8192, 3072]
blk.9.ffn_gate.weight
Q8_0
Q8_0
[3072, 8192]
blk.9.ffn_norm.weight
F32
F32
[3072]
blk.9.ffn_up.weight
Q8_0
Q8_0
[3072, 8192]
blk.10
blk.10.attn_k.weight
Q8_0
Q8_0
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blk.10.attn_norm.weight
F32
F32
[3072]
blk.10.attn_output.weight
Q8_0
Q8_0
[3072, 3072]
blk.10.attn_q.weight
Q8_0
Q8_0
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blk.10.attn_v.weight
Q8_0
Q8_0
[3072, 1024]
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Q8_0
Q8_0
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blk.10.ffn_gate.weight
Q8_0
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blk.10.ffn_norm.weight
F32
F32
[3072]
blk.10.ffn_up.weight
Q8_0
Q8_0
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blk.11
blk.11.attn_k.weight
Q8_0
Q8_0
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blk.11.attn_norm.weight
F32
F32
[3072]
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Q8_0
Q8_0
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Q8_0
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Q8_0
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Q8_0
Q8_0
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Q8_0
Q8_0
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blk.11.ffn_norm.weight
F32
F32
[3072]
blk.11.ffn_up.weight
Q8_0
Q8_0
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blk.12
blk.12.attn_k.weight
Q8_0
Q8_0
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blk.12.attn_norm.weight
F32
F32
[3072]
blk.12.attn_output.weight
Q8_0
Q8_0
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blk.12.attn_q.weight
Q8_0
Q8_0
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blk.12.attn_v.weight
Q8_0
Q8_0
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Q8_0
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Q8_0
Q8_0
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blk.12.ffn_norm.weight
F32
F32
[3072]
blk.12.ffn_up.weight
Q8_0
Q8_0
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blk.13
blk.13.attn_k.weight
Q8_0
Q8_0
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blk.13.attn_norm.weight
F32
F32
[3072]
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Q8_0
Q8_0
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Q8_0
Q8_0
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Q8_0
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Q8_0
Q8_0
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Q8_0
Q8_0
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blk.13.ffn_norm.weight
F32
F32
[3072]
blk.13.ffn_up.weight
Q8_0
Q8_0
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blk.14
blk.14.attn_k.weight
Q8_0
Q8_0
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blk.14.attn_norm.weight
F32
F32
[3072]
blk.14.attn_output.weight
Q8_0
Q8_0
[3072, 3072]
blk.14.attn_q.weight
Q8_0
Q8_0
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blk.14.attn_v.weight
Q8_0
Q8_0
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Q8_0
Q8_0
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Q8_0
Q8_0
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blk.14.ffn_norm.weight
F32
F32
[3072]
blk.14.ffn_up.weight
Q8_0
Q8_0
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blk.15
blk.15.attn_k.weight
Q8_0
Q8_0
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blk.15.attn_norm.weight
F32
F32
[3072]
blk.15.attn_output.weight
Q8_0
Q8_0
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blk.15.attn_q.weight
Q8_0
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Q8_0
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F32
F32
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Q8_0
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blk.16
blk.16.attn_k.weight
Q8_0
Q8_0
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blk.16.attn_norm.weight
F32
F32
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Q8_0
Q8_0
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blk.16.ffn_norm.weight
F32
F32
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Q8_0
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blk.17
blk.17.attn_k.weight
Q8_0
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F32
F32
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F32
F32
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Q8_0
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blk.18
blk.18.attn_k.weight
Q8_0
Q8_0
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blk.18.attn_norm.weight
F32
F32
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blk.18.attn_output.weight
Q8_0
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Q8_0
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F32
F32
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Q8_0
Q8_0
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blk.19.attn_norm.weight
F32
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F32
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blk.20
blk.20.attn_k.weight
Q8_0
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blk.20.attn_norm.weight
F32
F32
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F32
F32
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Q8_0
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F32
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F32
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Q8_0
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F32
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F32
F32
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blk.26
blk.26.attn_k.weight
Q8_0
Q8_0
[3072, 1024]
blk.26.attn_norm.weight
F32
F32
[3072]
blk.26.attn_output.weight
Q8_0
Q8_0
[3072, 3072]
blk.26.attn_q.weight
Q8_0
Q8_0
[3072, 3072]
blk.26.attn_v.weight
Q8_0
Q8_0
[3072, 1024]
blk.26.ffn_down.weight
Q8_0
Q8_0
[8192, 3072]
blk.26.ffn_gate.weight
Q8_0
Q8_0
[3072, 8192]
blk.26.ffn_norm.weight
F32
F32
[3072]
blk.26.ffn_up.weight
Q8_0
Q8_0
[3072, 8192]
blk.27
blk.27.attn_k.weight
Q8_0
Q8_0
[3072, 1024]
blk.27.attn_norm.weight
F32
F32
[3072]
blk.27.attn_output.weight
Q8_0
Q8_0
[3072, 3072]
blk.27.attn_q.weight
Q8_0
Q8_0
[3072, 3072]
blk.27.attn_v.weight
Q8_0
Q8_0
[3072, 1024]
blk.27.ffn_down.weight
Q8_0
Q8_0
[8192, 3072]
blk.27.ffn_gate.weight
Q8_0
Q8_0
[3072, 8192]
blk.27.ffn_norm.weight
F32
F32
[3072]
blk.27.ffn_up.weight
Q8_0
Q8_0
[3072, 8192]
rope_freqs.weight
F32
F32
[64]
output_norm.weight
F32
F32
[3072]