Solar Pro Preview: an advanced large language model (LLM) with 22 billion parameters designed to fit into a single GPU
22b
21.5K Pulls Updated 2 months ago
c548840b1616 · 18GB
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general.architecturesolar
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general.basenamesolar-pro-preview
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general.file_type18
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general.finetuneinstruct
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general.languages[en]
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general.licensemit
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general.license.linkhttps://huggingface.co/upstage/solar-pro-preview-instruct/blob/main/LICENSE
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general.nameSolar Pro Preview Instruct
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general.quantization_version2
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general.size_label22B
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general.tags[nlp, text-generation]
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general.typemodel
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solar.attention.block_skip_connection.0[0, 0, 0, 0, 0, ...]
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solar.attention.block_skip_connection.1[0, 0, 0, 0, 0, ...]
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solar.attention.block_skip_connection.2[0, 0, 0, 0, 0, ...]
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solar.attention.block_skip_connection.3[0, 0, 0, 0, 0, ...]
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solar.attention.head_count40
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solar.attention.head_count_kv10
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solar.attention.layer_norm_rms_epsilon1e-05
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solar.block_count64
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solar.context_length4096
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solar.embedding_length5120
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solar.feed_forward_length17920
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solar.rope.dimension_count128
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solar.rope.freq_base10000
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solar.vocab_size32128
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tokenizer.ggml.add_bos_tokentrue
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tokenizer.ggml.add_eos_tokenfalse
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tokenizer.ggml.add_space_prefixfalse
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tokenizer.ggml.bos_token_id1
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tokenizer.ggml.eos_token_id32007
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tokenizer.ggml.modelllama
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tokenizer.ggml.padding_token_id32007
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tokenizer.ggml.predefault
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tokenizer.ggml.scores[-1000, -1000, -1000, -1000, -1000, ...]
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tokenizer.ggml.token_type[3, 3, 1, 6, 6, ...]
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tokenizer.ggml.tokens[<unk>, <|startoftext|>, <|endoftext|>, <0x00>, <0x01>, ...]
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tokenizer.ggml.unknown_token_id0
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blk.33.attn_k.weightQ6_K[5120, 1280]
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blk.33.attn_norm.weightF32[5120]
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blk.33.attn_output.weightQ6_K[5120, 5120]
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blk.33.attn_q.weightQ6_K[5120, 5120]
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blk.33.attn_v.weightQ6_K[5120, 1280]
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blk.33.ffn_down.weightQ6_K[17920, 5120]
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blk.33.ffn_gate.weightQ6_K[5120, 17920]
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blk.33.ffn_norm.weightF32[5120]
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blk.33.ffn_up.weightQ6_K[5120, 17920]
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blk.34.attn_k.weightQ6_K[5120, 1280]
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blk.34.attn_norm.weightF32[5120]
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blk.34.attn_output.weightQ6_K[5120, 5120]
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blk.34.attn_q.weightQ6_K[5120, 5120]
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blk.34.attn_v.weightQ6_K[5120, 1280]
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blk.34.ffn_down.weightQ6_K[17920, 5120]
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blk.34.ffn_gate.weightQ6_K[5120, 17920]
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blk.34.ffn_norm.weightF32[5120]
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blk.34.ffn_up.weightQ6_K[5120, 17920]
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blk.35.attn_k.weightQ6_K[5120, 1280]
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blk.35.attn_norm.weightF32[5120]
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blk.35.attn_output.weightQ6_K[5120, 5120]
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blk.35.attn_q.weightQ6_K[5120, 5120]
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blk.35.attn_v.weightQ6_K[5120, 1280]
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blk.35.ffn_down.weightQ6_K[17920, 5120]
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blk.35.ffn_gate.weightQ6_K[5120, 17920]
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blk.35.ffn_norm.weightF32[5120]
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blk.35.ffn_up.weightQ6_K[5120, 17920]
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blk.36.attn_k.weightQ6_K[5120, 1280]
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blk.36.attn_norm.weightF32[5120]
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blk.36.attn_output.weightQ6_K[5120, 5120]
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blk.36.attn_q.weightQ6_K[5120, 5120]
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blk.36.attn_v.weightQ6_K[5120, 1280]
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blk.36.ffn_down.weightQ6_K[17920, 5120]
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blk.36.ffn_gate.weightQ6_K[5120, 17920]
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blk.36.ffn_norm.weightF32[5120]
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blk.36.ffn_up.weightQ6_K[5120, 17920]
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blk.37.attn_k.weightQ6_K[5120, 1280]
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blk.37.attn_norm.weightF32[5120]
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blk.37.attn_output.weightQ6_K[5120, 5120]
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blk.37.attn_q.weightQ6_K[5120, 5120]
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blk.37.attn_v.weightQ6_K[5120, 1280]
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blk.37.ffn_down.weightQ6_K[17920, 5120]
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blk.37.ffn_gate.weightQ6_K[5120, 17920]
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blk.37.ffn_norm.weightF32[5120]
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blk.37.ffn_up.weightQ6_K[5120, 17920]
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blk.38.attn_k.weightQ6_K[5120, 1280]
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blk.38.attn_norm.weightF32[5120]
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blk.38.attn_output.weightQ6_K[5120, 5120]
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blk.38.attn_q.weightQ6_K[5120, 5120]
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blk.38.attn_v.weightQ6_K[5120, 1280]
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blk.38.ffn_down.weightQ6_K[17920, 5120]
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blk.38.ffn_gate.weightQ6_K[5120, 17920]
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blk.38.ffn_norm.weightF32[5120]
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blk.38.ffn_up.weightQ6_K[5120, 17920]
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blk.39.attn_k.weightQ6_K[5120, 1280]
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blk.39.attn_norm.weightF32[5120]
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blk.39.attn_output.weightQ6_K[5120, 5120]
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blk.39.attn_q.weightQ6_K[5120, 5120]
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blk.39.attn_v.weightQ6_K[5120, 1280]
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blk.39.ffn_down.weightQ6_K[17920, 5120]
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blk.39.ffn_gate.weightQ6_K[5120, 17920]
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blk.39.ffn_norm.weightF32[5120]
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blk.39.ffn_up.weightQ6_K[5120, 17920]
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blk.40.attn_k.weightQ6_K[5120, 1280]
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blk.40.attn_norm.weightF32[5120]
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blk.40.attn_output.weightQ6_K[5120, 5120]
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blk.40.attn_q.weightQ6_K[5120, 5120]
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blk.40.attn_v.weightQ6_K[5120, 1280]
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blk.40.ffn_down.weightQ6_K[17920, 5120]
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blk.40.ffn_gate.weightQ6_K[5120, 17920]
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blk.40.ffn_norm.weightF32[5120]
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blk.40.ffn_up.weightQ6_K[5120, 17920]
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blk.41.attn_k.weightQ6_K[5120, 1280]
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blk.41.attn_norm.weightF32[5120]
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blk.41.attn_output.weightQ6_K[5120, 5120]
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blk.41.attn_q.weightQ6_K[5120, 5120]
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blk.41.attn_v.weightQ6_K[5120, 1280]
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blk.41.ffn_down.weightQ6_K[17920, 5120]
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blk.41.ffn_gate.weightQ6_K[5120, 17920]
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blk.41.ffn_norm.weightF32[5120]
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blk.41.ffn_up.weightQ6_K[5120, 17920]
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blk.42.attn_k.weightQ6_K[5120, 1280]
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blk.42.attn_norm.weightF32[5120]
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blk.42.attn_output.weightQ6_K[5120, 5120]
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blk.42.attn_q.weightQ6_K[5120, 5120]
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blk.42.attn_v.weightQ6_K[5120, 1280]
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blk.42.ffn_down.weightQ6_K[17920, 5120]
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blk.42.ffn_gate.weightQ6_K[5120, 17920]
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blk.42.ffn_norm.weightF32[5120]
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blk.42.ffn_up.weightQ6_K[5120, 17920]
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blk.43.attn_k.weightQ6_K[5120, 1280]
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blk.43.attn_norm.weightF32[5120]
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blk.43.attn_output.weightQ6_K[5120, 5120]
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blk.43.attn_q.weightQ6_K[5120, 5120]
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blk.43.attn_v.weightQ6_K[5120, 1280]
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blk.43.ffn_down.weightQ6_K[17920, 5120]
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blk.43.ffn_gate.weightQ6_K[5120, 17920]
-
blk.43.ffn_norm.weightF32[5120]
-
blk.43.ffn_up.weightQ6_K[5120, 17920]
-
blk.44.attn_k.weightQ6_K[5120, 1280]
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blk.44.attn_norm.weightF32[5120]
-
blk.44.attn_output.weightQ6_K[5120, 5120]
-
blk.44.attn_q.weightQ6_K[5120, 5120]
-
blk.44.attn_v.weightQ6_K[5120, 1280]
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blk.44.ffn_down.weightQ6_K[17920, 5120]
-
blk.44.ffn_gate.weightQ6_K[5120, 17920]
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blk.44.ffn_norm.weightF32[5120]
-
blk.44.ffn_up.weightQ6_K[5120, 17920]
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blk.45.attn_k.weightQ6_K[5120, 1280]
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blk.45.attn_norm.weightF32[5120]
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blk.45.attn_output.weightQ6_K[5120, 5120]
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blk.45.attn_q.weightQ6_K[5120, 5120]
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blk.45.attn_v.weightQ6_K[5120, 1280]
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blk.45.ffn_down.weightQ6_K[17920, 5120]
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blk.45.ffn_gate.weightQ6_K[5120, 17920]
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blk.45.ffn_norm.weightF32[5120]
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blk.45.ffn_up.weightQ6_K[5120, 17920]
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blk.46.attn_k.weightQ6_K[5120, 1280]
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blk.46.attn_norm.weightF32[5120]
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blk.46.attn_output.weightQ6_K[5120, 5120]
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blk.46.attn_q.weightQ6_K[5120, 5120]
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blk.46.attn_v.weightQ6_K[5120, 1280]
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blk.46.ffn_down.weightQ6_K[17920, 5120]
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blk.46.ffn_gate.weightQ6_K[5120, 17920]
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blk.46.ffn_norm.weightF32[5120]
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blk.46.ffn_up.weightQ6_K[5120, 17920]
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blk.47.attn_k.weightQ6_K[5120, 1280]
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blk.47.attn_norm.weightF32[5120]
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blk.47.attn_output.weightQ6_K[5120, 5120]
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blk.47.attn_q.weightQ6_K[5120, 5120]
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blk.47.attn_v.weightQ6_K[5120, 1280]
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blk.47.ffn_down.weightQ6_K[17920, 5120]
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blk.47.ffn_gate.weightQ6_K[5120, 17920]
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blk.47.ffn_norm.weightF32[5120]
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blk.47.ffn_up.weightQ6_K[5120, 17920]
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blk.48.attn_k.weightQ6_K[5120, 1280]
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blk.48.attn_norm.weightF32[5120]
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blk.48.attn_output.weightQ6_K[5120, 5120]
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blk.48.attn_q.weightQ6_K[5120, 5120]
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blk.48.attn_v.weightQ6_K[5120, 1280]
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blk.48.ffn_down.weightQ6_K[17920, 5120]
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blk.48.ffn_gate.weightQ6_K[5120, 17920]
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blk.48.ffn_norm.weightF32[5120]
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blk.48.ffn_up.weightQ6_K[5120, 17920]
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blk.49.attn_k.weightQ6_K[5120, 1280]
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blk.49.attn_norm.weightF32[5120]
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blk.49.attn_output.weightQ6_K[5120, 5120]
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blk.49.attn_q.weightQ6_K[5120, 5120]
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blk.49.attn_v.weightQ6_K[5120, 1280]
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blk.49.ffn_down.weightQ6_K[17920, 5120]
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blk.49.ffn_gate.weightQ6_K[5120, 17920]
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blk.49.ffn_norm.weightF32[5120]
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blk.49.ffn_up.weightQ6_K[5120, 17920]
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blk.50.attn_k.weightQ6_K[5120, 1280]
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blk.50.attn_norm.weightF32[5120]
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blk.50.attn_output.weightQ6_K[5120, 5120]
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blk.50.attn_q.weightQ6_K[5120, 5120]
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blk.50.attn_v.weightQ6_K[5120, 1280]
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blk.50.ffn_down.weightQ6_K[17920, 5120]
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blk.50.ffn_gate.weightQ6_K[5120, 17920]
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blk.50.ffn_norm.weightF32[5120]
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blk.50.ffn_up.weightQ6_K[5120, 17920]
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blk.51.attn_k.weightQ6_K[5120, 1280]
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blk.51.attn_norm.weightF32[5120]
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blk.51.attn_output.weightQ6_K[5120, 5120]
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blk.51.attn_q.weightQ6_K[5120, 5120]
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blk.51.attn_v.weightQ6_K[5120, 1280]
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blk.51.ffn_down.weightQ6_K[17920, 5120]
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blk.51.ffn_gate.weightQ6_K[5120, 17920]
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blk.51.ffn_norm.weightF32[5120]
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blk.51.ffn_up.weightQ6_K[5120, 17920]
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blk.52.attn_k.weightQ6_K[5120, 1280]
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blk.52.attn_norm.weightF32[5120]
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blk.52.attn_output.weightQ6_K[5120, 5120]
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blk.52.attn_q.weightQ6_K[5120, 5120]
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blk.52.attn_v.weightQ6_K[5120, 1280]
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blk.52.ffn_down.weightQ6_K[17920, 5120]
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blk.52.ffn_gate.weightQ6_K[5120, 17920]
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blk.52.ffn_norm.weightF32[5120]
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blk.52.ffn_up.weightQ6_K[5120, 17920]
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blk.53.attn_k.weightQ6_K[5120, 1280]
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blk.53.attn_norm.weightF32[5120]
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blk.53.attn_output.weightQ6_K[5120, 5120]
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blk.53.attn_q.weightQ6_K[5120, 5120]
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blk.53.attn_v.weightQ6_K[5120, 1280]
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blk.53.ffn_down.weightQ6_K[17920, 5120]
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blk.53.ffn_gate.weightQ6_K[5120, 17920]
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blk.53.ffn_norm.weightF32[5120]
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blk.53.ffn_up.weightQ6_K[5120, 17920]
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blk.54.attn_k.weightQ6_K[5120, 1280]
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blk.54.attn_norm.weightF32[5120]
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blk.54.attn_output.weightQ6_K[5120, 5120]
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blk.54.attn_q.weightQ6_K[5120, 5120]
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blk.54.attn_v.weightQ6_K[5120, 1280]
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blk.54.ffn_down.weightQ6_K[17920, 5120]
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blk.54.ffn_gate.weightQ6_K[5120, 17920]
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blk.54.ffn_norm.weightF32[5120]
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blk.54.ffn_up.weightQ6_K[5120, 17920]
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blk.55.attn_k.weightQ6_K[5120, 1280]
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blk.55.attn_norm.weightF32[5120]
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blk.55.attn_output.weightQ6_K[5120, 5120]
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blk.55.attn_q.weightQ6_K[5120, 5120]
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blk.55.attn_v.weightQ6_K[5120, 1280]
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blk.55.ffn_down.weightQ6_K[17920, 5120]
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blk.55.ffn_gate.weightQ6_K[5120, 17920]
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blk.55.ffn_norm.weightF32[5120]
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blk.55.ffn_up.weightQ6_K[5120, 17920]
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blk.56.attn_k.weightQ6_K[5120, 1280]
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blk.56.attn_norm.weightF32[5120]
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blk.56.attn_output.weightQ6_K[5120, 5120]
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blk.56.attn_q.weightQ6_K[5120, 5120]
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blk.56.attn_v.weightQ6_K[5120, 1280]
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blk.56.ffn_down.weightQ6_K[17920, 5120]
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blk.56.ffn_gate.weightQ6_K[5120, 17920]
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blk.56.ffn_norm.weightF32[5120]
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blk.56.ffn_up.weightQ6_K[5120, 17920]
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blk.57.attn_k.weightQ6_K[5120, 1280]
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blk.57.attn_norm.weightF32[5120]
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blk.57.attn_output.weightQ6_K[5120, 5120]
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blk.57.attn_q.weightQ6_K[5120, 5120]
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blk.57.attn_v.weightQ6_K[5120, 1280]
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blk.57.ffn_down.weightQ6_K[17920, 5120]
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blk.57.ffn_gate.weightQ6_K[5120, 17920]
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blk.57.ffn_norm.weightF32[5120]
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blk.57.ffn_up.weightQ6_K[5120, 17920]
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blk.58.attn_k.weightQ6_K[5120, 1280]
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blk.58.attn_norm.weightF32[5120]
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blk.58.attn_output.weightQ6_K[5120, 5120]
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blk.58.attn_q.weightQ6_K[5120, 5120]
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blk.58.attn_v.weightQ6_K[5120, 1280]
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blk.58.ffn_down.weightQ6_K[17920, 5120]
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blk.58.ffn_gate.weightQ6_K[5120, 17920]
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blk.58.ffn_norm.weightF32[5120]
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blk.58.ffn_up.weightQ6_K[5120, 17920]
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blk.59.attn_k.weightQ6_K[5120, 1280]
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blk.59.attn_norm.weightF32[5120]
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blk.59.attn_output.weightQ6_K[5120, 5120]
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blk.59.attn_q.weightQ6_K[5120, 5120]
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blk.59.attn_v.weightQ6_K[5120, 1280]
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blk.59.ffn_down.weightQ6_K[17920, 5120]
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blk.59.ffn_gate.weightQ6_K[5120, 17920]
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blk.59.ffn_norm.weightF32[5120]
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blk.59.ffn_up.weightQ6_K[5120, 17920]
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blk.60.attn_k.weightQ6_K[5120, 1280]
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blk.60.attn_norm.weightF32[5120]
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blk.60.attn_output.weightQ6_K[5120, 5120]
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blk.60.attn_q.weightQ6_K[5120, 5120]
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blk.60.attn_v.weightQ6_K[5120, 1280]
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blk.60.ffn_down.weightQ6_K[17920, 5120]
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blk.60.ffn_gate.weightQ6_K[5120, 17920]
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blk.60.ffn_norm.weightF32[5120]
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blk.60.ffn_up.weightQ6_K[5120, 17920]
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blk.61.attn_k.weightQ6_K[5120, 1280]
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blk.61.attn_norm.weightF32[5120]
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blk.61.attn_output.weightQ6_K[5120, 5120]
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blk.61.attn_q.weightQ6_K[5120, 5120]
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blk.61.attn_v.weightQ6_K[5120, 1280]
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blk.61.ffn_down.weightQ6_K[17920, 5120]
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blk.61.ffn_gate.weightQ6_K[5120, 17920]
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blk.61.ffn_norm.weightF32[5120]
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blk.61.ffn_up.weightQ6_K[5120, 17920]
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blk.62.attn_k.weightQ6_K[5120, 1280]
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blk.62.attn_norm.weightF32[5120]
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blk.62.attn_output.weightQ6_K[5120, 5120]
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blk.62.attn_q.weightQ6_K[5120, 5120]
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blk.62.attn_v.weightQ6_K[5120, 1280]
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blk.62.ffn_down.weightQ6_K[17920, 5120]
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blk.62.ffn_gate.weightQ6_K[5120, 17920]
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blk.62.ffn_norm.weightF32[5120]
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blk.62.ffn_up.weightQ6_K[5120, 17920]
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blk.63.attn_k.weightQ6_K[5120, 1280]
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blk.63.attn_norm.weightF32[5120]
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blk.63.attn_output.weightQ6_K[5120, 5120]
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blk.63.attn_q.weightQ6_K[5120, 5120]
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blk.63.attn_v.weightQ6_K[5120, 1280]
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blk.63.ffn_down.weightQ6_K[17920, 5120]
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blk.63.ffn_gate.weightQ6_K[5120, 17920]
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blk.63.ffn_norm.weightF32[5120]
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blk.63.ffn_up.weightQ6_K[5120, 17920]
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bskcn_tv.weightF32[2]
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output.weightQ6_K[5120, 32128]
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output_norm.weightF32[5120]
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
blk.27
blk.28
blk.29
blk.30
blk.31
blk.32
blk.33
blk.34
blk.35
blk.36
blk.37
blk.38
blk.39
blk.40
blk.41
blk.42
blk.43
blk.44
blk.45
blk.46
blk.47
blk.48
blk.49
blk.50
blk.51
blk.52
blk.53
blk.54
blk.55
blk.56
blk.57
blk.58
blk.59
blk.60
blk.61
blk.62
blk.63