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Abyssal
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intent-classifier-general-acv3
:1.5b
395
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Updated
4 days ago
The most accurate model in the family, and the best at telling lookalike intents apart. Define intents at prompt time, no retraining. It always returns the single best match, and refuses only if you add a catch-all intent.
The most accurate model in the family, and the best at telling lookalike intents apart. Define intents at prompt time, no retraining. It always returns the single best match, and refuses only if you add a catch-all intent.
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1.5b
intent-classifier-general-acv3:1.5b
...
/
model
e975513acbf2 · 3.1GB
Metadata
general.architecture
qwen2
qwen2
general.file_type
F16
F16
qwen2.attention.head_count
12
12
qwen2.attention.head_count_kv
2
2
qwen2.attention.layer_norm_rms_epsilon
1e-06
1e-06
qwen2.block_count
28
28
qwen2.context_length
32768
32768
qwen2.embedding_length
1536
1536
qwen2.feed_forward_length
8960
8960
qwen2.rope.freq_base
1e+06
1e+06
tokenizer.ggml.eos_token_id
151645
151645
tokenizer.ggml.eos_token_ids
[151645, 151643]
[151645, 151643]
tokenizer.ggml.merges
[Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
[Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
tokenizer.ggml.model
gpt2
gpt2
tokenizer.ggml.padding_token_id
151643
151643
tokenizer.ggml.pre
qwen2
qwen2
tokenizer.ggml.scores
[0, 1, 2, 3, 4, ...]
[0, 1, 2, 3, 4, ...]
tokenizer.ggml.token_type
[1, 1, 1, 1, 1, ...]
[1, 1, 1, 1, 1, ...]
tokenizer.ggml.tokens
[!, ", #, $, %, ...]
[!, ", #, $, %, ...]
Tensor
Name
Type
Shape
token_embd.weight
F16
F16
[1536, 151936]
blk.0
blk.0.attn_k.bias
F32
F32
[256]
blk.0.attn_k.weight
F16
F16
[1536, 256]
blk.0.attn_norm.weight
F32
F32
[1536]
blk.0.attn_output.weight
F16
F16
[1536, 1536]
blk.0.attn_q.bias
F32
F32
[1536]
blk.0.attn_q.weight
F16
F16
[1536, 1536]
blk.0.attn_v.bias
F32
F32
[256]
blk.0.attn_v.weight
F16
F16
[1536, 256]
blk.0.ffn_down.weight
F16
F16
[8960, 1536]
blk.0.ffn_gate.weight
F16
F16
[1536, 8960]
blk.0.ffn_norm.weight
F32
F32
[1536]
blk.0.ffn_up.weight
F16
F16
[1536, 8960]
blk.1
blk.1.attn_k.bias
F32
F32
[256]
blk.1.attn_k.weight
F16
F16
[1536, 256]
blk.1.attn_norm.weight
F32
F32
[1536]
blk.1.attn_output.weight
F16
F16
[1536, 1536]
blk.1.attn_q.bias
F32
F32
[1536]
blk.1.attn_q.weight
F16
F16
[1536, 1536]
blk.1.attn_v.bias
F32
F32
[256]
blk.1.attn_v.weight
F16
F16
[1536, 256]
blk.1.ffn_down.weight
F16
F16
[8960, 1536]
blk.1.ffn_gate.weight
F16
F16
[1536, 8960]
blk.1.ffn_norm.weight
F32
F32
[1536]
blk.1.ffn_up.weight
F16
F16
[1536, 8960]
blk.2
blk.2.attn_k.bias
F32
F32
[256]
blk.2.attn_k.weight
F16
F16
[1536, 256]
blk.2.attn_norm.weight
F32
F32
[1536]
blk.2.attn_output.weight
F16
F16
[1536, 1536]
blk.2.attn_q.bias
F32
F32
[1536]
blk.2.attn_q.weight
F16
F16
[1536, 1536]
blk.2.attn_v.bias
F32
F32
[256]
blk.2.attn_v.weight
F16
F16
[1536, 256]
blk.2.ffn_down.weight
F16
F16
[8960, 1536]
blk.2.ffn_gate.weight
F16
F16
[1536, 8960]
blk.2.ffn_norm.weight
F32
F32
[1536]
blk.2.ffn_up.weight
F16
F16
[1536, 8960]
blk.3
blk.3.attn_k.bias
F32
F32
[256]
blk.3.attn_k.weight
F16
F16
[1536, 256]
blk.3.attn_norm.weight
F32
F32
[1536]
blk.3.attn_output.weight
F16
F16
[1536, 1536]
blk.3.attn_q.bias
F32
F32
[1536]
blk.3.attn_q.weight
F16
F16
[1536, 1536]
blk.3.attn_v.bias
F32
F32
[256]
blk.3.attn_v.weight
F16
F16
[1536, 256]
blk.3.ffn_down.weight
F16
F16
[8960, 1536]
blk.3.ffn_gate.weight
F16
F16
[1536, 8960]
blk.3.ffn_norm.weight
F32
F32
[1536]
blk.3.ffn_up.weight
F16
F16
[1536, 8960]
blk.4
blk.4.attn_k.bias
F32
F32
[256]
blk.4.attn_k.weight
F16
F16
[1536, 256]
blk.4.attn_norm.weight
F32
F32
[1536]
blk.4.attn_output.weight
F16
F16
[1536, 1536]
blk.4.attn_q.bias
F32
F32
[1536]
blk.4.attn_q.weight
F16
F16
[1536, 1536]
blk.4.attn_v.bias
F32
F32
[256]
blk.4.attn_v.weight
F16
F16
[1536, 256]
blk.4.ffn_down.weight
F16
F16
[8960, 1536]
blk.4.ffn_gate.weight
F16
F16
[1536, 8960]
blk.4.ffn_norm.weight
F32
F32
[1536]
blk.4.ffn_up.weight
F16
F16
[1536, 8960]
blk.5
blk.5.attn_k.bias
F32
F32
[256]
blk.5.attn_k.weight
F16
F16
[1536, 256]
blk.5.attn_norm.weight
F32
F32
[1536]
blk.5.attn_output.weight
F16
F16
[1536, 1536]
blk.5.attn_q.bias
F32
F32
[1536]
blk.5.attn_q.weight
F16
F16
[1536, 1536]
blk.5.attn_v.bias
F32
F32
[256]
blk.5.attn_v.weight
F16
F16
[1536, 256]
blk.5.ffn_down.weight
F16
F16
[8960, 1536]
blk.5.ffn_gate.weight
F16
F16
[1536, 8960]
blk.5.ffn_norm.weight
F32
F32
[1536]
blk.5.ffn_up.weight
F16
F16
[1536, 8960]
blk.6
blk.6.attn_k.bias
F32
F32
[256]
blk.6.attn_k.weight
F16
F16
[1536, 256]
blk.6.attn_norm.weight
F32
F32
[1536]
blk.6.attn_output.weight
F16
F16
[1536, 1536]
blk.6.attn_q.bias
F32
F32
[1536]
blk.6.attn_q.weight
F16
F16
[1536, 1536]
blk.6.attn_v.bias
F32
F32
[256]
blk.6.attn_v.weight
F16
F16
[1536, 256]
blk.6.ffn_down.weight
F16
F16
[8960, 1536]
blk.6.ffn_gate.weight
F16
F16
[1536, 8960]
blk.6.ffn_norm.weight
F32
F32
[1536]
blk.6.ffn_up.weight
F16
F16
[1536, 8960]
blk.7
blk.7.attn_k.bias
F32
F32
[256]
blk.7.attn_k.weight
F16
F16
[1536, 256]
blk.7.attn_norm.weight
F32
F32
[1536]
blk.7.attn_output.weight
F16
F16
[1536, 1536]
blk.7.attn_q.bias
F32
F32
[1536]
blk.7.attn_q.weight
F16
F16
[1536, 1536]
blk.7.attn_v.bias
F32
F32
[256]
blk.7.attn_v.weight
F16
F16
[1536, 256]
blk.7.ffn_down.weight
F16
F16
[8960, 1536]
blk.7.ffn_gate.weight
F16
F16
[1536, 8960]
blk.7.ffn_norm.weight
F32
F32
[1536]
blk.7.ffn_up.weight
F16
F16
[1536, 8960]
blk.8
blk.8.attn_k.bias
F32
F32
[256]
blk.8.attn_k.weight
F16
F16
[1536, 256]
blk.8.attn_norm.weight
F32
F32
[1536]
blk.8.attn_output.weight
F16
F16
[1536, 1536]
blk.8.attn_q.bias
F32
F32
[1536]
blk.8.attn_q.weight
F16
F16
[1536, 1536]
blk.8.attn_v.bias
F32
F32
[256]
blk.8.attn_v.weight
F16
F16
[1536, 256]
blk.8.ffn_down.weight
F16
F16
[8960, 1536]
blk.8.ffn_gate.weight
F16
F16
[1536, 8960]
blk.8.ffn_norm.weight
F32
F32
[1536]
blk.8.ffn_up.weight
F16
F16
[1536, 8960]
blk.9
blk.9.attn_k.bias
F32
F32
[256]
blk.9.attn_k.weight
F16
F16
[1536, 256]
blk.9.attn_norm.weight
F32
F32
[1536]
blk.9.attn_output.weight
F16
F16
[1536, 1536]
blk.9.attn_q.bias
F32
F32
[1536]
blk.9.attn_q.weight
F16
F16
[1536, 1536]
blk.9.attn_v.bias
F32
F32
[256]
blk.9.attn_v.weight
F16
F16
[1536, 256]
blk.9.ffn_down.weight
F16
F16
[8960, 1536]
blk.9.ffn_gate.weight
F16
F16
[1536, 8960]
blk.9.ffn_norm.weight
F32
F32
[1536]
blk.9.ffn_up.weight
F16
F16
[1536, 8960]
blk.10
blk.10.attn_k.bias
F32
F32
[256]
blk.10.attn_k.weight
F16
F16
[1536, 256]
blk.10.attn_norm.weight
F32
F32
[1536]
blk.10.attn_output.weight
F16
F16
[1536, 1536]
blk.10.attn_q.bias
F32
F32
[1536]
blk.10.attn_q.weight
F16
F16
[1536, 1536]
blk.10.attn_v.bias
F32
F32
[256]
blk.10.attn_v.weight
F16
F16
[1536, 256]
blk.10.ffn_down.weight
F16
F16
[8960, 1536]
blk.10.ffn_gate.weight
F16
F16
[1536, 8960]
blk.10.ffn_norm.weight
F32
F32
[1536]
blk.10.ffn_up.weight
F16
F16
[1536, 8960]
blk.11
blk.11.attn_k.bias
F32
F32
[256]
blk.11.attn_k.weight
F16
F16
[1536, 256]
blk.11.attn_norm.weight
F32
F32
[1536]
blk.11.attn_output.weight
F16
F16
[1536, 1536]
blk.11.attn_q.bias
F32
F32
[1536]
blk.11.attn_q.weight
F16
F16
[1536, 1536]
blk.11.attn_v.bias
F32
F32
[256]
blk.11.attn_v.weight
F16
F16
[1536, 256]
blk.11.ffn_down.weight
F16
F16
[8960, 1536]
blk.11.ffn_gate.weight
F16
F16
[1536, 8960]
blk.11.ffn_norm.weight
F32
F32
[1536]
blk.11.ffn_up.weight
F16
F16
[1536, 8960]
blk.12
blk.12.attn_k.bias
F32
F32
[256]
blk.12.attn_k.weight
F16
F16
[1536, 256]
blk.12.attn_norm.weight
F32
F32
[1536]
blk.12.attn_output.weight
F16
F16
[1536, 1536]
blk.12.attn_q.bias
F32
F32
[1536]
blk.12.attn_q.weight
F16
F16
[1536, 1536]
blk.12.attn_v.bias
F32
F32
[256]
blk.12.attn_v.weight
F16
F16
[1536, 256]
blk.12.ffn_down.weight
F16
F16
[8960, 1536]
blk.12.ffn_gate.weight
F16
F16
[1536, 8960]
blk.12.ffn_norm.weight
F32
F32
[1536]
blk.12.ffn_up.weight
F16
F16
[1536, 8960]
blk.13
blk.13.attn_k.bias
F32
F32
[256]
blk.13.attn_k.weight
F16
F16
[1536, 256]
blk.13.attn_norm.weight
F32
F32
[1536]
blk.13.attn_output.weight
F16
F16
[1536, 1536]
blk.13.attn_q.bias
F32
F32
[1536]
blk.13.attn_q.weight
F16
F16
[1536, 1536]
blk.13.attn_v.bias
F32
F32
[256]
blk.13.attn_v.weight
F16
F16
[1536, 256]
blk.13.ffn_down.weight
F16
F16
[8960, 1536]
blk.13.ffn_gate.weight
F16
F16
[1536, 8960]
blk.13.ffn_norm.weight
F32
F32
[1536]
blk.13.ffn_up.weight
F16
F16
[1536, 8960]
blk.14
blk.14.attn_k.bias
F32
F32
[256]
blk.14.attn_k.weight
F16
F16
[1536, 256]
blk.14.attn_norm.weight
F32
F32
[1536]
blk.14.attn_output.weight
F16
F16
[1536, 1536]
blk.14.attn_q.bias
F32
F32
[1536]
blk.14.attn_q.weight
F16
F16
[1536, 1536]
blk.14.attn_v.bias
F32
F32
[256]
blk.14.attn_v.weight
F16
F16
[1536, 256]
blk.14.ffn_down.weight
F16
F16
[8960, 1536]
blk.14.ffn_gate.weight
F16
F16
[1536, 8960]
blk.14.ffn_norm.weight
F32
F32
[1536]
blk.14.ffn_up.weight
F16
F16
[1536, 8960]
blk.15
blk.15.attn_k.bias
F32
F32
[256]
blk.15.attn_k.weight
F16
F16
[1536, 256]
blk.15.attn_norm.weight
F32
F32
[1536]
blk.15.attn_output.weight
F16
F16
[1536, 1536]
blk.15.attn_q.bias
F32
F32
[1536]
blk.15.attn_q.weight
F16
F16
[1536, 1536]
blk.15.attn_v.bias
F32
F32
[256]
blk.15.attn_v.weight
F16
F16
[1536, 256]
blk.15.ffn_down.weight
F16
F16
[8960, 1536]
blk.15.ffn_gate.weight
F16
F16
[1536, 8960]
blk.15.ffn_norm.weight
F32
F32
[1536]
blk.15.ffn_up.weight
F16
F16
[1536, 8960]
blk.16
blk.16.attn_k.bias
F32
F32
[256]
blk.16.attn_k.weight
F16
F16
[1536, 256]
blk.16.attn_norm.weight
F32
F32
[1536]
blk.16.attn_output.weight
F16
F16
[1536, 1536]
blk.16.attn_q.bias
F32
F32
[1536]
blk.16.attn_q.weight
F16
F16
[1536, 1536]
blk.16.attn_v.bias
F32
F32
[256]
blk.16.attn_v.weight
F16
F16
[1536, 256]
blk.16.ffn_down.weight
F16
F16
[8960, 1536]
blk.16.ffn_gate.weight
F16
F16
[1536, 8960]
blk.16.ffn_norm.weight
F32
F32
[1536]
blk.16.ffn_up.weight
F16
F16
[1536, 8960]
blk.17
blk.17.attn_k.bias
F32
F32
[256]
blk.17.attn_k.weight
F16
F16
[1536, 256]
blk.17.attn_norm.weight
F32
F32
[1536]
blk.17.attn_output.weight
F16
F16
[1536, 1536]
blk.17.attn_q.bias
F32
F32
[1536]
blk.17.attn_q.weight
F16
F16
[1536, 1536]
blk.17.attn_v.bias
F32
F32
[256]
blk.17.attn_v.weight
F16
F16
[1536, 256]
blk.17.ffn_down.weight
F16
F16
[8960, 1536]
blk.17.ffn_gate.weight
F16
F16
[1536, 8960]
blk.17.ffn_norm.weight
F32
F32
[1536]
blk.17.ffn_up.weight
F16
F16
[1536, 8960]
blk.18
blk.18.attn_k.bias
F32
F32
[256]
blk.18.attn_k.weight
F16
F16
[1536, 256]
blk.18.attn_norm.weight
F32
F32
[1536]
blk.18.attn_output.weight
F16
F16
[1536, 1536]
blk.18.attn_q.bias
F32
F32
[1536]
blk.18.attn_q.weight
F16
F16
[1536, 1536]
blk.18.attn_v.bias
F32
F32
[256]
blk.18.attn_v.weight
F16
F16
[1536, 256]
blk.18.ffn_down.weight
F16
F16
[8960, 1536]
blk.18.ffn_gate.weight
F16
F16
[1536, 8960]
blk.18.ffn_norm.weight
F32
F32
[1536]
blk.18.ffn_up.weight
F16
F16
[1536, 8960]
blk.19
blk.19.attn_k.bias
F32
F32
[256]
blk.19.attn_k.weight
F16
F16
[1536, 256]
blk.19.attn_norm.weight
F32
F32
[1536]
blk.19.attn_output.weight
F16
F16
[1536, 1536]
blk.19.attn_q.bias
F32
F32
[1536]
blk.19.attn_q.weight
F16
F16
[1536, 1536]
blk.19.attn_v.bias
F32
F32
[256]
blk.19.attn_v.weight
F16
F16
[1536, 256]
blk.19.ffn_down.weight
F16
F16
[8960, 1536]
blk.19.ffn_gate.weight
F16
F16
[1536, 8960]
blk.19.ffn_norm.weight
F32
F32
[1536]
blk.19.ffn_up.weight
F16
F16
[1536, 8960]
blk.20
blk.20.attn_k.bias
F32
F32
[256]
blk.20.attn_k.weight
F16
F16
[1536, 256]
blk.20.attn_norm.weight
F32
F32
[1536]
blk.20.attn_output.weight
F16
F16
[1536, 1536]
blk.20.attn_q.bias
F32
F32
[1536]
blk.20.attn_q.weight
F16
F16
[1536, 1536]
blk.20.attn_v.bias
F32
F32
[256]
blk.20.attn_v.weight
F16
F16
[1536, 256]
blk.20.ffn_down.weight
F16
F16
[8960, 1536]
blk.20.ffn_gate.weight
F16
F16
[1536, 8960]
blk.20.ffn_norm.weight
F32
F32
[1536]
blk.20.ffn_up.weight
F16
F16
[1536, 8960]
blk.21
blk.21.attn_k.bias
F32
F32
[256]
blk.21.attn_k.weight
F16
F16
[1536, 256]
blk.21.attn_norm.weight
F32
F32
[1536]
blk.21.attn_output.weight
F16
F16
[1536, 1536]
blk.21.attn_q.bias
F32
F32
[1536]
blk.21.attn_q.weight
F16
F16
[1536, 1536]
blk.21.attn_v.bias
F32
F32
[256]
blk.21.attn_v.weight
F16
F16
[1536, 256]
blk.21.ffn_down.weight
F16
F16
[8960, 1536]
blk.21.ffn_gate.weight
F16
F16
[1536, 8960]
blk.21.ffn_norm.weight
F32
F32
[1536]
blk.21.ffn_up.weight
F16
F16
[1536, 8960]
blk.22
blk.22.attn_k.bias
F32
F32
[256]
blk.22.attn_k.weight
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