An open-source Mixture-of-Experts code language model that achieves performance comparable to GPT4-Turbo in code-specific tasks.
16b
236b
434.5K Pulls Updated 3 months ago
d7c907d3a18d · 12GB
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deepseek2.attention.head_count16
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deepseek2.attention.head_count_kv16
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deepseek2.attention.key_length192
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deepseek2.attention.kv_lora_rank512
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deepseek2.attention.layer_norm_rms_epsilon1e-06
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deepseek2.attention.value_length128
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deepseek2.block_count27
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deepseek2.context_length163840
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deepseek2.embedding_length2048
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deepseek2.expert_count64
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deepseek2.expert_feed_forward_length1408
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deepseek2.expert_shared_count2
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deepseek2.expert_used_count6
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deepseek2.expert_weights_scale1
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deepseek2.feed_forward_length10944
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deepseek2.leading_dense_block_count1
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deepseek2.rope.dimension_count64
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deepseek2.rope.freq_base10000
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deepseek2.rope.scaling.factor40
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deepseek2.rope.scaling.original_context_length4096
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deepseek2.rope.scaling.typeyarn
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deepseek2.rope.scaling.yarn_log_multiplier0.0707
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deepseek2.vocab_size102400
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general.architecturedeepseek2
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general.file_type9
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general.nameDeepSeek-Coder-V2-Lite-Base
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general.quantization_version2
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tokenizer.ggml.add_bos_tokentrue
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tokenizer.ggml.add_eos_tokenfalse
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tokenizer.ggml.bos_token_id100000
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tokenizer.ggml.eos_token_id100001
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tokenizer.ggml.merges[Ġ Ġ, Ġ t, Ġ a, i n, h e, ...]
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tokenizer.ggml.modelgpt2
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tokenizer.ggml.padding_token_id100001
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tokenizer.ggml.predeepseek-llm
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tokenizer.ggml.token_type[1, 1, 1, 1, 1, ...]
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tokenizer.ggml.tokens[!, ", #, $, %, ...]
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blk.19.ffn_up_exps.weightQ5_1[2048, 1408, 64]
-
blk.19.ffn_up_shexp.weightQ5_1[2048, 2816]
-
blk.20.attn_kv_a_mqa.weightQ5_1[2048, 576]
-
blk.20.attn_kv_a_norm.weightF32[512]
-
blk.20.attn_kv_b.weightQ5_1[512, 4096]
-
blk.20.attn_norm.weightF32[2048]
-
blk.20.attn_output.weightQ5_1[2048, 2048]
-
blk.20.attn_q.weightQ5_1[2048, 3072]
-
blk.20.ffn_down_exps.weightQ5_1[1408, 2048, 64]
-
blk.20.ffn_down_shexp.weightQ5_1[2816, 2048]
-
blk.20.ffn_gate_exps.weightQ5_1[2048, 1408, 64]
-
blk.20.ffn_gate_inp.weightF32[2048, 64]
-
blk.20.ffn_gate_shexp.weightQ5_1[2048, 2816]
-
blk.20.ffn_norm.weightF32[2048]
-
blk.20.ffn_up_exps.weightQ5_1[2048, 1408, 64]
-
blk.20.ffn_up_shexp.weightQ5_1[2048, 2816]
-
blk.21.attn_kv_a_mqa.weightQ5_1[2048, 576]
-
blk.21.attn_kv_a_norm.weightF32[512]
-
blk.21.attn_kv_b.weightQ5_1[512, 4096]
-
blk.21.attn_norm.weightF32[2048]
-
blk.21.attn_output.weightQ5_1[2048, 2048]
-
blk.21.attn_q.weightQ5_1[2048, 3072]
-
blk.21.ffn_down_exps.weightQ5_1[1408, 2048, 64]
-
blk.21.ffn_down_shexp.weightQ5_1[2816, 2048]
-
blk.21.ffn_gate_exps.weightQ5_1[2048, 1408, 64]
-
blk.21.ffn_gate_inp.weightF32[2048, 64]
-
blk.21.ffn_gate_shexp.weightQ5_1[2048, 2816]
-
blk.21.ffn_norm.weightF32[2048]
-
blk.21.ffn_up_exps.weightQ5_1[2048, 1408, 64]
-
blk.21.ffn_up_shexp.weightQ5_1[2048, 2816]
-
blk.22.attn_kv_a_mqa.weightQ5_1[2048, 576]
-
blk.22.attn_kv_a_norm.weightF32[512]
-
blk.22.attn_kv_b.weightQ5_1[512, 4096]
-
blk.22.attn_norm.weightF32[2048]
-
blk.22.attn_output.weightQ5_1[2048, 2048]
-
blk.22.attn_q.weightQ5_1[2048, 3072]
-
blk.22.ffn_down_exps.weightQ5_1[1408, 2048, 64]
-
blk.22.ffn_down_shexp.weightQ5_1[2816, 2048]
-
blk.22.ffn_gate_exps.weightQ5_1[2048, 1408, 64]
-
blk.22.ffn_gate_inp.weightF32[2048, 64]
-
blk.22.ffn_gate_shexp.weightQ5_1[2048, 2816]
-
blk.22.ffn_norm.weightF32[2048]
-
blk.22.ffn_up_exps.weightQ5_1[2048, 1408, 64]
-
blk.22.ffn_up_shexp.weightQ5_1[2048, 2816]
-
blk.23.attn_kv_a_mqa.weightQ5_1[2048, 576]
-
blk.23.attn_kv_a_norm.weightF32[512]
-
blk.23.attn_kv_b.weightQ5_1[512, 4096]
-
blk.23.attn_norm.weightF32[2048]
-
blk.23.attn_output.weightQ5_1[2048, 2048]
-
blk.23.attn_q.weightQ5_1[2048, 3072]
-
blk.23.ffn_down_exps.weightQ5_1[1408, 2048, 64]
-
blk.23.ffn_down_shexp.weightQ5_1[2816, 2048]
-
blk.23.ffn_gate_exps.weightQ5_1[2048, 1408, 64]
-
blk.23.ffn_gate_inp.weightF32[2048, 64]
-
blk.23.ffn_gate_shexp.weightQ5_1[2048, 2816]
-
blk.23.ffn_norm.weightF32[2048]
-
blk.23.ffn_up_exps.weightQ5_1[2048, 1408, 64]
-
blk.23.ffn_up_shexp.weightQ5_1[2048, 2816]
-
blk.24.attn_kv_a_mqa.weightQ5_1[2048, 576]
-
blk.24.attn_kv_a_norm.weightF32[512]
-
blk.24.attn_kv_b.weightQ5_1[512, 4096]
-
blk.24.attn_norm.weightF32[2048]
-
blk.24.attn_output.weightQ5_1[2048, 2048]
-
blk.24.attn_q.weightQ5_1[2048, 3072]
-
blk.24.ffn_down_exps.weightQ5_1[1408, 2048, 64]
-
blk.24.ffn_down_shexp.weightQ5_1[2816, 2048]
-
blk.24.ffn_gate_exps.weightQ5_1[2048, 1408, 64]
-
blk.24.ffn_gate_inp.weightF32[2048, 64]
-
blk.24.ffn_gate_shexp.weightQ5_1[2048, 2816]
-
blk.24.ffn_norm.weightF32[2048]
-
blk.24.ffn_up_exps.weightQ5_1[2048, 1408, 64]
-
blk.24.ffn_up_shexp.weightQ5_1[2048, 2816]
-
blk.25.attn_kv_a_mqa.weightQ5_1[2048, 576]
-
blk.25.attn_kv_a_norm.weightF32[512]
-
blk.25.attn_kv_b.weightQ5_1[512, 4096]
-
blk.25.attn_norm.weightF32[2048]
-
blk.25.attn_output.weightQ5_1[2048, 2048]
-
blk.25.attn_q.weightQ5_1[2048, 3072]
-
blk.25.ffn_down_exps.weightQ5_1[1408, 2048, 64]
-
blk.25.ffn_down_shexp.weightQ5_1[2816, 2048]
-
blk.25.ffn_gate_exps.weightQ5_1[2048, 1408, 64]
-
blk.25.ffn_gate_inp.weightF32[2048, 64]
-
blk.25.ffn_gate_shexp.weightQ5_1[2048, 2816]
-
blk.25.ffn_norm.weightF32[2048]
-
blk.25.ffn_up_exps.weightQ5_1[2048, 1408, 64]
-
blk.25.ffn_up_shexp.weightQ5_1[2048, 2816]
-
blk.26.attn_kv_a_mqa.weightQ5_1[2048, 576]
-
blk.26.attn_kv_a_norm.weightF32[512]
-
blk.26.attn_kv_b.weightQ5_1[512, 4096]
-
blk.26.attn_norm.weightF32[2048]
-
blk.26.attn_output.weightQ5_1[2048, 2048]
-
blk.26.attn_q.weightQ5_1[2048, 3072]
-
blk.26.ffn_down_exps.weightQ5_1[1408, 2048, 64]
-
blk.26.ffn_down_shexp.weightQ5_1[2816, 2048]
-
blk.26.ffn_gate_exps.weightQ5_1[2048, 1408, 64]
-
blk.26.ffn_gate_inp.weightF32[2048, 64]
-
blk.26.ffn_gate_shexp.weightQ5_1[2048, 2816]
-
blk.26.ffn_norm.weightF32[2048]
-
blk.26.ffn_up_exps.weightQ5_1[2048, 1408, 64]
-
blk.26.ffn_up_shexp.weightQ5_1[2048, 2816]
-
output.weightQ6_K[2048, 102400]
-
output_norm.weightF32[2048]
Metadata
Tensor
blk.0
blk.1
blk.2
blk.3
blk.4
blk.5
blk.6
blk.7
blk.8
blk.9
blk.10
blk.11
blk.12
blk.13
blk.14
blk.15
blk.16
blk.17
blk.18
blk.19
blk.20
blk.21
blk.22
blk.23
blk.24
blk.25
blk.26