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SparkLLM
/
Spark-X2.5-1.7B
:latest
55
Downloads
Updated
3 days ago
Spark-X2.5 is a compact, general-purpose language model for conversation, writing, translation, reasoning, coding, tool use, and agentic workflows. It supports a native context length of up to 1M tokens, and covers more than 200 languages.
Spark-X2.5 is a compact, general-purpose language model for conversation, writing, translation, reasoning, coding, tool use, and agentic workflows. It supports a native context length of up to 1M tokens, and covers more than 200 languages.
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Spark-X2.5-1.7B:latest
...
/
model
540c19cce9b1 · 3.4GB
Metadata
general.architecture
spark2_5
spark2_5
general.file_type
BF16
BF16
spark2_5.attention.head_count
8
8
spark2_5.attention.head_count_kv
2
2
spark2_5.attention.key_length
256
256
spark2_5.attention.layer_norm_rms_epsilon
1e-06
1e-06
spark2_5.attention.sliding_window
512
512
spark2_5.attention.sliding_window_pattern
[true, true, true, false, true, ...]
[true, true, true, false, true, ...]
spark2_5.attention.value_length
256
256
spark2_5.block_count
28
28
spark2_5.context_length
1048576
1048576
spark2_5.embedding_length
2048
2048
spark2_5.feed_forward_length
6656
6656
spark2_5.rope.dimension_count
64
64
spark2_5.rope.dimension_count_swa
256
256
spark2_5.rope.freq_base
5e+06
5e+06
spark2_5.rope.freq_base_swa
10000
10000
spark2_5.vocab_size
131072
131072
tokenizer.ggml.add_bos_token
false
false
tokenizer.ggml.add_eos_token
false
false
tokenizer.ggml.bos_token_id
0
0
tokenizer.ggml.eos_token_id
1
1
tokenizer.ggml.merges
[Ġ Ġ, Ġ t, i n, Ġ a, ĠĠ ĠĠ, ...]
[Ġ Ġ, Ġ t, i n, Ġ a, ĠĠ ĠĠ, ...]
tokenizer.ggml.model
gpt2
gpt2
tokenizer.ggml.padding_token_id
2
2
tokenizer.ggml.pre
spark2_5
spark2_5
tokenizer.ggml.token_type
[3, 3, 3, 4, 4, ...]
[3, 3, 3, 4, 4, ...]
tokenizer.ggml.tokens
[<|start▁of▁sentence|>, <|end▁of▁sentence|>, <|▁pad▁|>, <think>, </think>, ...]
[<|start▁of▁sentence|>, <|end▁of▁sentence|>, <|▁pad▁|>, <think>, </think>, ...]
tokenizer.ggml.unknown_token_id
5
5
Tensor
Name
Type
Shape
token_embd.weight
BF16
BF16
[2048, 131072]
blk.0
blk.0.attn_gate.weight
BF16
BF16
[2048, 8]
blk.0.attn_norm.weight
F32
F32
[2048]
blk.0.attn_output.weight
BF16
BF16
[2048, 2048]
blk.0.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.0.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.0.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.0.ffn_norm.weight
F32
F32
[2048]
blk.0.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.1
blk.1.attn_gate.weight
BF16
BF16
[2048, 8]
blk.1.attn_norm.weight
F32
F32
[2048]
blk.1.attn_output.weight
BF16
BF16
[2048, 2048]
blk.1.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.1.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.1.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.1.ffn_norm.weight
F32
F32
[2048]
blk.1.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.2
blk.2.attn_gate.weight
BF16
BF16
[2048, 8]
blk.2.attn_norm.weight
F32
F32
[2048]
blk.2.attn_output.weight
BF16
BF16
[2048, 2048]
blk.2.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.2.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.2.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.2.ffn_norm.weight
F32
F32
[2048]
blk.2.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.3
blk.3.attn_gate.weight
BF16
BF16
[2048, 8]
blk.3.attn_norm.weight
F32
F32
[2048]
blk.3.attn_output.weight
BF16
BF16
[2048, 2048]
blk.3.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.3.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.3.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.3.ffn_norm.weight
F32
F32
[2048]
blk.3.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.4
blk.4.attn_gate.weight
BF16
BF16
[2048, 8]
blk.4.attn_norm.weight
F32
F32
[2048]
blk.4.attn_output.weight
BF16
BF16
[2048, 2048]
blk.4.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.4.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.4.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.4.ffn_norm.weight
F32
F32
[2048]
blk.4.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.5
blk.5.attn_gate.weight
BF16
BF16
[2048, 8]
blk.5.attn_norm.weight
F32
F32
[2048]
blk.5.attn_output.weight
BF16
BF16
[2048, 2048]
blk.5.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.5.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.5.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.5.ffn_norm.weight
F32
F32
[2048]
blk.5.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.6
blk.6.attn_gate.weight
BF16
BF16
[2048, 8]
blk.6.attn_norm.weight
F32
F32
[2048]
blk.6.attn_output.weight
BF16
BF16
[2048, 2048]
blk.6.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.6.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.6.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.6.ffn_norm.weight
F32
F32
[2048]
blk.6.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.7
blk.7.attn_gate.weight
BF16
BF16
[2048, 8]
blk.7.attn_norm.weight
F32
F32
[2048]
blk.7.attn_output.weight
BF16
BF16
[2048, 2048]
blk.7.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.7.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.7.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.7.ffn_norm.weight
F32
F32
[2048]
blk.7.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.8
blk.8.attn_gate.weight
BF16
BF16
[2048, 8]
blk.8.attn_norm.weight
F32
F32
[2048]
blk.8.attn_output.weight
BF16
BF16
[2048, 2048]
blk.8.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.8.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.8.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.8.ffn_norm.weight
F32
F32
[2048]
blk.8.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.9
blk.9.attn_gate.weight
BF16
BF16
[2048, 8]
blk.9.attn_norm.weight
F32
F32
[2048]
blk.9.attn_output.weight
BF16
BF16
[2048, 2048]
blk.9.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.9.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.9.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.9.ffn_norm.weight
F32
F32
[2048]
blk.9.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.10
blk.10.attn_gate.weight
BF16
BF16
[2048, 8]
blk.10.attn_norm.weight
F32
F32
[2048]
blk.10.attn_output.weight
BF16
BF16
[2048, 2048]
blk.10.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.10.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.10.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.10.ffn_norm.weight
F32
F32
[2048]
blk.10.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.11
blk.11.attn_gate.weight
BF16
BF16
[2048, 8]
blk.11.attn_norm.weight
F32
F32
[2048]
blk.11.attn_output.weight
BF16
BF16
[2048, 2048]
blk.11.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.11.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.11.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.11.ffn_norm.weight
F32
F32
[2048]
blk.11.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.12
blk.12.attn_gate.weight
BF16
BF16
[2048, 8]
blk.12.attn_norm.weight
F32
F32
[2048]
blk.12.attn_output.weight
BF16
BF16
[2048, 2048]
blk.12.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.12.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.12.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.12.ffn_norm.weight
F32
F32
[2048]
blk.12.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.13
blk.13.attn_gate.weight
BF16
BF16
[2048, 8]
blk.13.attn_norm.weight
F32
F32
[2048]
blk.13.attn_output.weight
BF16
BF16
[2048, 2048]
blk.13.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.13.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.13.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.13.ffn_norm.weight
F32
F32
[2048]
blk.13.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.14
blk.14.attn_gate.weight
BF16
BF16
[2048, 8]
blk.14.attn_norm.weight
F32
F32
[2048]
blk.14.attn_output.weight
BF16
BF16
[2048, 2048]
blk.14.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.14.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.14.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.14.ffn_norm.weight
F32
F32
[2048]
blk.14.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.15
blk.15.attn_gate.weight
BF16
BF16
[2048, 8]
blk.15.attn_norm.weight
F32
F32
[2048]
blk.15.attn_output.weight
BF16
BF16
[2048, 2048]
blk.15.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.15.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.15.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.15.ffn_norm.weight
F32
F32
[2048]
blk.15.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.16
blk.16.attn_gate.weight
BF16
BF16
[2048, 8]
blk.16.attn_norm.weight
F32
F32
[2048]
blk.16.attn_output.weight
BF16
BF16
[2048, 2048]
blk.16.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.16.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.16.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.16.ffn_norm.weight
F32
F32
[2048]
blk.16.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.17
blk.17.attn_gate.weight
BF16
BF16
[2048, 8]
blk.17.attn_norm.weight
F32
F32
[2048]
blk.17.attn_output.weight
BF16
BF16
[2048, 2048]
blk.17.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.17.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.17.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.17.ffn_norm.weight
F32
F32
[2048]
blk.17.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.18
blk.18.attn_gate.weight
BF16
BF16
[2048, 8]
blk.18.attn_norm.weight
F32
F32
[2048]
blk.18.attn_output.weight
BF16
BF16
[2048, 2048]
blk.18.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.18.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.18.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.18.ffn_norm.weight
F32
F32
[2048]
blk.18.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.19
blk.19.attn_gate.weight
BF16
BF16
[2048, 8]
blk.19.attn_norm.weight
F32
F32
[2048]
blk.19.attn_output.weight
BF16
BF16
[2048, 2048]
blk.19.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.19.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.19.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.19.ffn_norm.weight
F32
F32
[2048]
blk.19.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.20
blk.20.attn_gate.weight
BF16
BF16
[2048, 8]
blk.20.attn_norm.weight
F32
F32
[2048]
blk.20.attn_output.weight
BF16
BF16
[2048, 2048]
blk.20.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.20.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.20.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.20.ffn_norm.weight
F32
F32
[2048]
blk.20.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.21
blk.21.attn_gate.weight
BF16
BF16
[2048, 8]
blk.21.attn_norm.weight
F32
F32
[2048]
blk.21.attn_output.weight
BF16
BF16
[2048, 2048]
blk.21.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.21.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.21.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.21.ffn_norm.weight
F32
F32
[2048]
blk.21.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.22
blk.22.attn_gate.weight
BF16
BF16
[2048, 8]
blk.22.attn_norm.weight
F32
F32
[2048]
blk.22.attn_output.weight
BF16
BF16
[2048, 2048]
blk.22.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.22.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.22.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.22.ffn_norm.weight
F32
F32
[2048]
blk.22.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.23
blk.23.attn_gate.weight
BF16
BF16
[2048, 8]
blk.23.attn_norm.weight
F32
F32
[2048]
blk.23.attn_output.weight
BF16
BF16
[2048, 2048]
blk.23.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.23.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.23.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.23.ffn_norm.weight
F32
F32
[2048]
blk.23.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.24
blk.24.attn_gate.weight
BF16
BF16
[2048, 8]
blk.24.attn_norm.weight
F32
F32
[2048]
blk.24.attn_output.weight
BF16
BF16
[2048, 2048]
blk.24.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.24.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.24.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.24.ffn_norm.weight
F32
F32
[2048]
blk.24.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.25
blk.25.attn_gate.weight
BF16
BF16
[2048, 8]
blk.25.attn_norm.weight
F32
F32
[2048]
blk.25.attn_output.weight
BF16
BF16
[2048, 2048]
blk.25.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.25.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.25.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.25.ffn_norm.weight
F32
F32
[2048]
blk.25.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.26
blk.26.attn_gate.weight
BF16
BF16
[2048, 8]
blk.26.attn_norm.weight
F32
F32
[2048]
blk.26.attn_output.weight
BF16
BF16
[2048, 2048]
blk.26.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.26.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.26.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.26.ffn_norm.weight
F32
F32
[2048]
blk.26.ffn_up.weight
BF16
BF16
[2048, 6656]
blk.27
blk.27.attn_gate.weight
BF16
BF16
[2048, 8]
blk.27.attn_norm.weight
F32
F32
[2048]
blk.27.attn_output.weight
BF16
BF16
[2048, 2048]
blk.27.attn_qkv.weight
BF16
BF16
[2048, 3072]
blk.27.ffn_down.weight
BF16
BF16
[6656, 2048]
blk.27.ffn_gate.weight
BF16
BF16
[2048, 6656]
blk.27.ffn_norm.weight
F32
F32
[2048]
blk.27.ffn_up.weight
BF16
BF16
[2048, 6656]
output_norm.weight
F32
F32
[2048]