Text embedding model (base) for English and Spanish input of size up to 8192 tokens
embedding
901 Pulls Updated 7 months ago
026d225ac973 · 323MB
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general.architecturejina-bert-v2
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general.file_type1
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general.namejina-embeddings-v2-base-es
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general.quantization_version2
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jina-bert-v2.attention.causalfalse
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jina-bert-v2.attention.head_count12
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jina-bert-v2.attention.layer_norm_epsilon1e-12
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jina-bert-v2.block_count12
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jina-bert-v2.context_length8192
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jina-bert-v2.embedding_length768
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jina-bert-v2.feed_forward_length3072
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jina-bert-v2.pooling_type1
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tokenizer.ggml.add_bos_tokentrue
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tokenizer.ggml.add_eos_tokentrue
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tokenizer.ggml.bos_token_id0
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tokenizer.ggml.cls_token_id0
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tokenizer.ggml.eos_token_id2
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tokenizer.ggml.mask_token_id4
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tokenizer.ggml.merges[Ġ a, Ġ t, e n, e s, e r, ...]
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tokenizer.ggml.modelgpt2
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tokenizer.ggml.padding_token_id1
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tokenizer.ggml.prejina-v2-es
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tokenizer.ggml.seperator_token_id2
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tokenizer.ggml.token_type[3, 3, 3, 3, 3, ...]
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tokenizer.ggml.token_type_count2
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tokenizer.ggml.tokens[<s>, <pad>, </s>, <unk>, <mask>, ...]
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tokenizer.ggml.unknown_token_id3
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NameTypeShape
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token_embd.weightF16[768, 61056]
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blk.0.attn_k.biasF32[768]
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blk.0.attn_k.weightF16[768, 768]
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blk.0.attn_k_norm.biasF32[768]
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blk.0.attn_k_norm.weightF32[768]
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blk.0.attn_output.biasF32[768]
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blk.0.attn_output.weightF16[768, 768]
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blk.0.attn_output_norm.biasF32[768]
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blk.0.attn_output_norm.weightF32[768]
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blk.0.attn_q.biasF32[768]
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blk.0.attn_q.weightF16[768, 768]
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blk.0.attn_q_norm.biasF32[768]
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blk.0.attn_q_norm.weightF32[768]
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blk.0.attn_v.biasF32[768]
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blk.0.attn_v.weightF16[768, 768]
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blk.0.ffn_down.biasF32[768]
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blk.0.ffn_down.weightF16[3072, 768]
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blk.0.ffn_gate.weightF16[768, 3072]
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blk.0.ffn_up.weightF16[768, 3072]
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blk.0.layer_output_norm.biasF32[768]
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blk.0.layer_output_norm.weightF32[768]
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blk.1.attn_k.biasF32[768]
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blk.1.attn_k.weightF16[768, 768]
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blk.1.attn_k_norm.biasF32[768]
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blk.1.attn_k_norm.weightF32[768]
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blk.1.attn_output.biasF32[768]
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blk.1.attn_output.weightF16[768, 768]
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blk.1.attn_output_norm.biasF32[768]
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blk.1.attn_output_norm.weightF32[768]
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blk.1.attn_q.biasF32[768]
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blk.1.attn_q.weightF16[768, 768]
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blk.1.attn_q_norm.biasF32[768]
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blk.1.attn_q_norm.weightF32[768]
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blk.1.attn_v.biasF32[768]
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blk.1.attn_v.weightF16[768, 768]
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blk.1.ffn_down.biasF32[768]
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blk.1.ffn_down.weightF16[3072, 768]
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blk.1.ffn_gate.weightF16[768, 3072]
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blk.1.ffn_up.weightF16[768, 3072]
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blk.1.layer_output_norm.biasF32[768]
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blk.1.layer_output_norm.weightF32[768]
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blk.2.attn_k.biasF32[768]
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blk.2.attn_k.weightF16[768, 768]
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blk.2.attn_k_norm.biasF32[768]
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blk.2.attn_k_norm.weightF32[768]
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blk.2.attn_output.biasF32[768]
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blk.2.attn_output.weightF16[768, 768]
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blk.2.attn_output_norm.biasF32[768]
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blk.2.attn_output_norm.weightF32[768]
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blk.2.attn_q.biasF32[768]
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blk.2.attn_q.weightF16[768, 768]
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blk.2.attn_q_norm.biasF32[768]
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blk.2.attn_q_norm.weightF32[768]
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blk.2.attn_v.biasF32[768]
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blk.2.attn_v.weightF16[768, 768]
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blk.2.ffn_down.biasF32[768]
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blk.2.ffn_down.weightF16[3072, 768]
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blk.2.ffn_gate.weightF16[768, 3072]
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blk.2.ffn_up.weightF16[768, 3072]
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blk.2.layer_output_norm.biasF32[768]
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blk.2.layer_output_norm.weightF32[768]
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blk.3.attn_k.biasF32[768]
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blk.3.attn_k.weightF16[768, 768]
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blk.3.attn_k_norm.biasF32[768]
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blk.3.attn_k_norm.weightF32[768]
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blk.3.attn_output.biasF32[768]
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blk.3.attn_output.weightF16[768, 768]
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blk.3.attn_output_norm.biasF32[768]
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blk.3.attn_output_norm.weightF32[768]
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blk.3.attn_q.biasF32[768]
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blk.3.attn_q.weightF16[768, 768]
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blk.3.attn_q_norm.biasF32[768]
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blk.3.attn_q_norm.weightF32[768]
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blk.3.attn_v.biasF32[768]
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blk.3.attn_v.weightF16[768, 768]
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blk.3.ffn_down.biasF32[768]
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blk.3.ffn_down.weightF16[3072, 768]
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blk.3.ffn_gate.weightF16[768, 3072]
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blk.3.ffn_up.weightF16[768, 3072]
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blk.3.layer_output_norm.biasF32[768]
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blk.3.layer_output_norm.weightF32[768]
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blk.4.attn_k.biasF32[768]
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blk.4.attn_k.weightF16[768, 768]
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blk.4.attn_k_norm.biasF32[768]
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blk.4.attn_k_norm.weightF32[768]
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blk.4.attn_output.biasF32[768]
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blk.4.attn_output.weightF16[768, 768]
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blk.4.attn_output_norm.biasF32[768]
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blk.4.attn_output_norm.weightF32[768]
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blk.4.attn_q.biasF32[768]
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blk.4.attn_q.weightF16[768, 768]
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blk.4.attn_q_norm.biasF32[768]
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blk.4.attn_q_norm.weightF32[768]
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blk.4.attn_v.biasF32[768]
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blk.4.attn_v.weightF16[768, 768]
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blk.4.ffn_down.biasF32[768]
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blk.4.ffn_down.weightF16[3072, 768]
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blk.4.ffn_gate.weightF16[768, 3072]
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blk.4.ffn_up.weightF16[768, 3072]
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blk.4.layer_output_norm.biasF32[768]
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blk.4.layer_output_norm.weightF32[768]
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blk.5.attn_k.biasF32[768]
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blk.5.attn_k.weightF16[768, 768]
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blk.5.attn_k_norm.biasF32[768]
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blk.5.attn_k_norm.weightF32[768]
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blk.5.attn_output.biasF32[768]
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blk.5.attn_output.weightF16[768, 768]
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blk.5.attn_output_norm.biasF32[768]
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blk.5.attn_output_norm.weightF32[768]
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blk.5.attn_q.biasF32[768]
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blk.5.attn_q.weightF16[768, 768]
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blk.5.attn_q_norm.biasF32[768]
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blk.5.attn_q_norm.weightF32[768]
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blk.5.attn_v.biasF32[768]
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blk.5.attn_v.weightF16[768, 768]
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blk.5.ffn_down.biasF32[768]
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blk.5.ffn_down.weightF16[3072, 768]
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blk.5.ffn_gate.weightF16[768, 3072]
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blk.5.ffn_up.weightF16[768, 3072]
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blk.5.layer_output_norm.biasF32[768]
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blk.5.layer_output_norm.weightF32[768]
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blk.6.attn_k.biasF32[768]
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blk.6.attn_k.weightF16[768, 768]
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blk.6.attn_k_norm.biasF32[768]
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blk.6.attn_k_norm.weightF32[768]
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blk.6.attn_output.biasF32[768]
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blk.6.attn_output.weightF16[768, 768]
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blk.6.attn_output_norm.biasF32[768]
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blk.6.attn_output_norm.weightF32[768]
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blk.6.attn_q.biasF32[768]
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blk.6.attn_q.weightF16[768, 768]
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blk.6.attn_q_norm.biasF32[768]
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blk.6.attn_q_norm.weightF32[768]
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blk.6.attn_v.biasF32[768]
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blk.6.attn_v.weightF16[768, 768]
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blk.6.ffn_down.biasF32[768]
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blk.6.ffn_down.weightF16[3072, 768]
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blk.6.ffn_gate.weightF16[768, 3072]
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blk.6.ffn_up.weightF16[768, 3072]
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blk.6.layer_output_norm.biasF32[768]
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blk.6.layer_output_norm.weightF32[768]
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blk.7.attn_k.biasF32[768]
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blk.7.attn_k.weightF16[768, 768]
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blk.7.attn_k_norm.biasF32[768]
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blk.7.attn_k_norm.weightF32[768]
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blk.7.attn_output.biasF32[768]
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blk.7.attn_output.weightF16[768, 768]
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blk.7.attn_output_norm.biasF32[768]
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blk.7.attn_output_norm.weightF32[768]
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blk.7.attn_q.biasF32[768]
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blk.7.attn_q.weightF16[768, 768]
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blk.7.attn_q_norm.biasF32[768]
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blk.7.attn_q_norm.weightF32[768]
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blk.7.attn_v.biasF32[768]
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blk.7.attn_v.weightF16[768, 768]
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blk.7.ffn_down.biasF32[768]
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blk.7.ffn_down.weightF16[3072, 768]
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blk.7.ffn_gate.weightF16[768, 3072]
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blk.7.ffn_up.weightF16[768, 3072]
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blk.7.layer_output_norm.biasF32[768]
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blk.7.layer_output_norm.weightF32[768]
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blk.8.attn_k.biasF32[768]
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blk.8.attn_k.weightF16[768, 768]
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blk.8.attn_k_norm.biasF32[768]
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blk.8.attn_k_norm.weightF32[768]
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blk.8.attn_output.biasF32[768]
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blk.8.attn_output.weightF16[768, 768]
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blk.8.attn_output_norm.biasF32[768]
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blk.8.attn_output_norm.weightF32[768]
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blk.8.attn_q.biasF32[768]
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blk.8.attn_q.weightF16[768, 768]
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blk.8.attn_q_norm.biasF32[768]
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blk.8.attn_q_norm.weightF32[768]
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blk.8.attn_v.biasF32[768]
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blk.8.attn_v.weightF16[768, 768]
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blk.8.ffn_down.biasF32[768]
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blk.8.ffn_down.weightF16[3072, 768]
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blk.8.ffn_gate.weightF16[768, 3072]
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blk.8.ffn_up.weightF16[768, 3072]
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blk.8.layer_output_norm.biasF32[768]
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blk.8.layer_output_norm.weightF32[768]
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blk.9.attn_k.biasF32[768]
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blk.9.attn_k.weightF16[768, 768]
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blk.9.attn_k_norm.biasF32[768]
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blk.9.attn_k_norm.weightF32[768]
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blk.9.attn_output.biasF32[768]
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blk.9.attn_output.weightF16[768, 768]
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blk.9.attn_output_norm.biasF32[768]
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blk.9.attn_output_norm.weightF32[768]
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blk.9.attn_q.biasF32[768]
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blk.9.attn_q.weightF16[768, 768]
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blk.9.attn_q_norm.biasF32[768]
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blk.9.attn_q_norm.weightF32[768]
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blk.9.attn_v.biasF32[768]
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blk.9.attn_v.weightF16[768, 768]
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blk.9.ffn_down.biasF32[768]
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blk.9.ffn_down.weightF16[3072, 768]
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blk.9.ffn_gate.weightF16[768, 3072]
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blk.9.ffn_up.weightF16[768, 3072]
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blk.9.layer_output_norm.biasF32[768]
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blk.9.layer_output_norm.weightF32[768]
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blk.10.attn_k.biasF32[768]
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blk.10.attn_k.weightF16[768, 768]
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blk.10.attn_k_norm.biasF32[768]
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blk.10.attn_k_norm.weightF32[768]
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blk.10.attn_output.biasF32[768]
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blk.10.attn_output.weightF16[768, 768]
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blk.10.attn_output_norm.biasF32[768]
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blk.10.attn_output_norm.weightF32[768]
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blk.10.attn_q.biasF32[768]
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blk.10.attn_q.weightF16[768, 768]
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blk.10.attn_q_norm.biasF32[768]
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blk.10.attn_q_norm.weightF32[768]
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blk.10.attn_v.biasF32[768]
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blk.10.attn_v.weightF16[768, 768]
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blk.10.ffn_down.biasF32[768]
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blk.10.ffn_down.weightF16[3072, 768]
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blk.10.ffn_gate.weightF16[768, 3072]
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blk.10.ffn_up.weightF16[768, 3072]
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blk.10.layer_output_norm.biasF32[768]
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blk.10.layer_output_norm.weightF32[768]
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blk.11.attn_k.biasF32[768]
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blk.11.attn_k.weightF16[768, 768]
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blk.11.attn_k_norm.biasF32[768]
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blk.11.attn_k_norm.weightF32[768]
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blk.11.attn_output.biasF32[768]
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blk.11.attn_output.weightF16[768, 768]
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blk.11.attn_output_norm.biasF32[768]
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blk.11.attn_output_norm.weightF32[768]
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blk.11.attn_q.biasF32[768]
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blk.11.attn_q.weightF16[768, 768]
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blk.11.attn_q_norm.biasF32[768]
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blk.11.attn_q_norm.weightF32[768]
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blk.11.attn_v.biasF32[768]
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blk.11.attn_v.weightF16[768, 768]
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blk.11.ffn_down.biasF32[768]
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blk.11.ffn_down.weightF16[3072, 768]
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blk.11.ffn_gate.weightF16[768, 3072]
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blk.11.ffn_up.weightF16[768, 3072]
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blk.11.layer_output_norm.biasF32[768]
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blk.11.layer_output_norm.weightF32[768]
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token_embd_norm.biasF32[768]
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token_embd_norm.weightF32[768]
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token_types.weightF32[768, 2]
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