Command R+ is a powerful, scalable large language model purpose-built to excel at real-world enterprise use cases.
tools
104b
105.6K Pulls Updated 2 months ago
7f97dfeae69c · 208GB
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command-r.attention.head_count96
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command-r.attention.head_count_kv8
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command-r.attention.layer_norm_epsilon1e-05
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command-r.block_count64
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command-r.context_length131072
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command-r.embedding_length12288
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command-r.feed_forward_length33792
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command-r.logit_scale0.8333333
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command-r.rope.freq_base7.5e+07
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command-r.rope.scaling.typenone
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general.architecturecommand-r
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general.file_type1
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general.namec4ai-command-r-plus
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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_id5
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tokenizer.ggml.eos_token_id255001
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tokenizer.ggml.merges[Ġ Ġ, Ġ t, e r, i n, Ġ a, ...]
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tokenizer.ggml.modelgpt2
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tokenizer.ggml.padding_token_id0
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tokenizer.ggml.token_type[3, 3, 3, 3, 3, ...]
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tokenizer.ggml.tokens[<PAD>, <UNK>, <CLS>, <SEP>, <MASK_TOKEN>, ...]
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blk.33.attn_norm.weightF32[12288]
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blk.33.ffn_down.weightF16[33792, 12288]
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blk.33.ffn_gate.weightF16[12288, 33792]
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blk.33.ffn_up.weightF16[12288, 33792]
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blk.34.attn_k.weightF16[12288, 1024]
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blk.34.attn_k_norm.weightF32[128, 8]
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blk.34.attn_norm.weightF32[12288]
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blk.34.attn_q.weightF16[12288, 12288]
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blk.34.attn_q_norm.weightF32[128, 96]
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blk.34.attn_v.weightF16[12288, 1024]
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blk.34.ffn_down.weightF16[33792, 12288]
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blk.34.ffn_gate.weightF16[12288, 33792]
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blk.34.ffn_up.weightF16[12288, 33792]
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blk.35.attn_k.weightF16[12288, 1024]
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blk.35.attn_k_norm.weightF32[128, 8]
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blk.35.attn_norm.weightF32[12288]
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blk.35.attn_q.weightF16[12288, 12288]
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blk.35.attn_q_norm.weightF32[128, 96]
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blk.35.attn_v.weightF16[12288, 1024]
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blk.35.ffn_down.weightF16[33792, 12288]
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blk.35.ffn_gate.weightF16[12288, 33792]
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blk.35.ffn_up.weightF16[12288, 33792]
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blk.36.attn_k.weightF16[12288, 1024]
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blk.36.attn_k_norm.weightF32[128, 8]
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blk.36.attn_norm.weightF32[12288]
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blk.36.attn_output.weightF16[12288, 12288]
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blk.36.attn_q.weightF16[12288, 12288]
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blk.36.attn_q_norm.weightF32[128, 96]
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blk.36.attn_v.weightF16[12288, 1024]
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blk.36.ffn_down.weightF16[33792, 12288]
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blk.36.ffn_gate.weightF16[12288, 33792]
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blk.36.ffn_up.weightF16[12288, 33792]
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blk.37.attn_k.weightF16[12288, 1024]
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blk.37.attn_k_norm.weightF32[128, 8]
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blk.37.attn_norm.weightF32[12288]
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blk.37.attn_output.weightF16[12288, 12288]
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blk.37.attn_q.weightF16[12288, 12288]
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blk.37.attn_q_norm.weightF32[128, 96]
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blk.37.attn_v.weightF16[12288, 1024]
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blk.37.ffn_down.weightF16[33792, 12288]
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blk.37.ffn_gate.weightF16[12288, 33792]
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blk.37.ffn_up.weightF16[12288, 33792]
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blk.38.attn_k.weightF16[12288, 1024]
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blk.38.attn_k_norm.weightF32[128, 8]
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blk.38.attn_norm.weightF32[12288]
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blk.38.attn_output.weightF16[12288, 12288]
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blk.38.attn_q.weightF16[12288, 12288]
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blk.38.attn_q_norm.weightF32[128, 96]
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blk.38.attn_v.weightF16[12288, 1024]
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blk.38.ffn_down.weightF16[33792, 12288]
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blk.38.ffn_gate.weightF16[12288, 33792]
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blk.38.ffn_up.weightF16[12288, 33792]
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blk.39.attn_k.weightF16[12288, 1024]
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blk.39.attn_k_norm.weightF32[128, 8]
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blk.39.attn_norm.weightF32[12288]
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blk.39.attn_q.weightF16[12288, 12288]
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blk.39.attn_q_norm.weightF32[128, 96]
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blk.39.attn_v.weightF16[12288, 1024]
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blk.39.ffn_down.weightF16[33792, 12288]
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blk.39.ffn_gate.weightF16[12288, 33792]
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blk.39.ffn_up.weightF16[12288, 33792]
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blk.40.attn_k.weightF16[12288, 1024]
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blk.40.attn_k_norm.weightF32[128, 8]
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blk.40.attn_norm.weightF32[12288]
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blk.40.attn_output.weightF16[12288, 12288]
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blk.40.attn_q.weightF16[12288, 12288]
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blk.40.attn_q_norm.weightF32[128, 96]
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blk.40.attn_v.weightF16[12288, 1024]
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blk.40.ffn_down.weightF16[33792, 12288]
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blk.40.ffn_gate.weightF16[12288, 33792]
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blk.40.ffn_up.weightF16[12288, 33792]
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blk.41.attn_k.weightF16[12288, 1024]
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blk.41.attn_k_norm.weightF32[128, 8]
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blk.41.attn_norm.weightF32[12288]
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blk.41.attn_output.weightF16[12288, 12288]
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blk.41.attn_q.weightF16[12288, 12288]
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blk.41.attn_q_norm.weightF32[128, 96]
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blk.41.attn_v.weightF16[12288, 1024]
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blk.41.ffn_down.weightF16[33792, 12288]
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blk.41.ffn_gate.weightF16[12288, 33792]
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blk.41.ffn_up.weightF16[12288, 33792]
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blk.42.attn_k.weightF16[12288, 1024]
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blk.42.attn_k_norm.weightF32[128, 8]
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blk.42.attn_norm.weightF32[12288]
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blk.42.attn_output.weightF16[12288, 12288]
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blk.42.attn_q.weightF16[12288, 12288]
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blk.42.attn_q_norm.weightF32[128, 96]
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blk.42.attn_v.weightF16[12288, 1024]
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blk.42.ffn_down.weightF16[33792, 12288]
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blk.42.ffn_gate.weightF16[12288, 33792]
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blk.42.ffn_up.weightF16[12288, 33792]
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blk.43.attn_k.weightF16[12288, 1024]
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blk.43.attn_k_norm.weightF32[128, 8]
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blk.43.attn_norm.weightF32[12288]
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blk.43.attn_output.weightF16[12288, 12288]
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blk.43.attn_q.weightF16[12288, 12288]
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blk.43.attn_q_norm.weightF32[128, 96]
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blk.43.attn_v.weightF16[12288, 1024]
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blk.43.ffn_down.weightF16[33792, 12288]
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blk.43.ffn_gate.weightF16[12288, 33792]
-
blk.43.ffn_up.weightF16[12288, 33792]
-
blk.44.attn_k.weightF16[12288, 1024]
-
blk.44.attn_k_norm.weightF32[128, 8]
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blk.44.attn_norm.weightF32[12288]
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blk.44.attn_output.weightF16[12288, 12288]
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blk.44.attn_q.weightF16[12288, 12288]
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blk.44.attn_q_norm.weightF32[128, 96]
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blk.44.attn_v.weightF16[12288, 1024]
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blk.44.ffn_down.weightF16[33792, 12288]
-
blk.44.ffn_gate.weightF16[12288, 33792]
-
blk.44.ffn_up.weightF16[12288, 33792]
-
blk.45.attn_k.weightF16[12288, 1024]
-
blk.45.attn_k_norm.weightF32[128, 8]
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blk.45.attn_norm.weightF32[12288]
-
blk.45.attn_output.weightF16[12288, 12288]
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blk.45.attn_q.weightF16[12288, 12288]
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blk.45.attn_q_norm.weightF32[128, 96]
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blk.45.attn_v.weightF16[12288, 1024]
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blk.45.ffn_down.weightF16[33792, 12288]
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blk.45.ffn_gate.weightF16[12288, 33792]
-
blk.45.ffn_up.weightF16[12288, 33792]
-
blk.46.attn_k.weightF16[12288, 1024]
-
blk.46.attn_k_norm.weightF32[128, 8]
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blk.46.attn_norm.weightF32[12288]
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blk.46.attn_output.weightF16[12288, 12288]
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blk.46.attn_q.weightF16[12288, 12288]
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blk.46.attn_q_norm.weightF32[128, 96]
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blk.46.attn_v.weightF16[12288, 1024]
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blk.46.ffn_down.weightF16[33792, 12288]
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blk.46.ffn_gate.weightF16[12288, 33792]
-
blk.46.ffn_up.weightF16[12288, 33792]
-
blk.47.attn_k.weightF16[12288, 1024]
-
blk.47.attn_k_norm.weightF32[128, 8]
-
blk.47.attn_norm.weightF32[12288]
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blk.47.attn_output.weightF16[12288, 12288]
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blk.47.attn_q.weightF16[12288, 12288]
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blk.47.attn_q_norm.weightF32[128, 96]
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blk.47.attn_v.weightF16[12288, 1024]
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blk.47.ffn_down.weightF16[33792, 12288]
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blk.47.ffn_gate.weightF16[12288, 33792]
-
blk.47.ffn_up.weightF16[12288, 33792]
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blk.48.attn_k.weightF16[12288, 1024]
-
blk.48.attn_k_norm.weightF32[128, 8]
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blk.48.attn_norm.weightF32[12288]
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blk.48.attn_output.weightF16[12288, 12288]
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blk.48.attn_q.weightF16[12288, 12288]
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blk.48.attn_q_norm.weightF32[128, 96]
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blk.48.attn_v.weightF16[12288, 1024]
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blk.48.ffn_down.weightF16[33792, 12288]
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blk.48.ffn_gate.weightF16[12288, 33792]
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blk.48.ffn_up.weightF16[12288, 33792]
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blk.49.attn_k.weightF16[12288, 1024]
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blk.49.attn_k_norm.weightF32[128, 8]
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blk.49.attn_norm.weightF32[12288]
-
blk.49.attn_output.weightF16[12288, 12288]
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blk.49.attn_q.weightF16[12288, 12288]
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blk.49.attn_q_norm.weightF32[128, 96]
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blk.49.attn_v.weightF16[12288, 1024]
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blk.49.ffn_down.weightF16[33792, 12288]
-
blk.49.ffn_gate.weightF16[12288, 33792]
-
blk.49.ffn_up.weightF16[12288, 33792]
-
blk.50.attn_k.weightF16[12288, 1024]
-
blk.50.attn_k_norm.weightF32[128, 8]
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blk.50.attn_norm.weightF32[12288]
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blk.50.attn_output.weightF16[12288, 12288]
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blk.50.attn_q.weightF16[12288, 12288]
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blk.50.attn_q_norm.weightF32[128, 96]
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blk.50.attn_v.weightF16[12288, 1024]
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blk.50.ffn_down.weightF16[33792, 12288]
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blk.50.ffn_gate.weightF16[12288, 33792]
-
blk.50.ffn_up.weightF16[12288, 33792]
-
blk.51.attn_k.weightF16[12288, 1024]
-
blk.51.attn_k_norm.weightF32[128, 8]
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blk.51.attn_norm.weightF32[12288]
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blk.51.attn_output.weightF16[12288, 12288]
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blk.51.attn_q.weightF16[12288, 12288]
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blk.51.attn_q_norm.weightF32[128, 96]
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blk.51.attn_v.weightF16[12288, 1024]
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blk.51.ffn_down.weightF16[33792, 12288]
-
blk.51.ffn_gate.weightF16[12288, 33792]
-
blk.51.ffn_up.weightF16[12288, 33792]
-
blk.52.attn_k.weightF16[12288, 1024]
-
blk.52.attn_k_norm.weightF32[128, 8]
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blk.52.attn_norm.weightF32[12288]
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blk.52.attn_output.weightF16[12288, 12288]
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blk.52.attn_q.weightF16[12288, 12288]
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blk.52.attn_q_norm.weightF32[128, 96]
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blk.52.attn_v.weightF16[12288, 1024]
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blk.52.ffn_down.weightF16[33792, 12288]
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blk.52.ffn_gate.weightF16[12288, 33792]
-
blk.52.ffn_up.weightF16[12288, 33792]
-
blk.53.attn_k.weightF16[12288, 1024]
-
blk.53.attn_k_norm.weightF32[128, 8]
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blk.53.attn_norm.weightF32[12288]
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blk.53.attn_output.weightF16[12288, 12288]
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blk.53.attn_q.weightF16[12288, 12288]
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blk.53.attn_q_norm.weightF32[128, 96]
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blk.53.attn_v.weightF16[12288, 1024]
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blk.53.ffn_down.weightF16[33792, 12288]
-
blk.53.ffn_gate.weightF16[12288, 33792]
-
blk.53.ffn_up.weightF16[12288, 33792]
-
blk.54.attn_k.weightF16[12288, 1024]
-
blk.54.attn_k_norm.weightF32[128, 8]
-
blk.54.attn_norm.weightF32[12288]
-
blk.54.attn_output.weightF16[12288, 12288]
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blk.54.attn_q.weightF16[12288, 12288]
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blk.54.attn_q_norm.weightF32[128, 96]
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blk.54.attn_v.weightF16[12288, 1024]
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blk.54.ffn_down.weightF16[33792, 12288]
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blk.54.ffn_gate.weightF16[12288, 33792]
-
blk.54.ffn_up.weightF16[12288, 33792]
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blk.55.attn_k.weightF16[12288, 1024]
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blk.55.attn_k_norm.weightF32[128, 8]
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blk.55.attn_norm.weightF32[12288]
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blk.55.attn_output.weightF16[12288, 12288]
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blk.55.attn_q.weightF16[12288, 12288]
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blk.55.attn_q_norm.weightF32[128, 96]
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blk.55.attn_v.weightF16[12288, 1024]
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blk.55.ffn_down.weightF16[33792, 12288]
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blk.55.ffn_gate.weightF16[12288, 33792]
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blk.55.ffn_up.weightF16[12288, 33792]
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blk.56.attn_k.weightF16[12288, 1024]
-
blk.56.attn_k_norm.weightF32[128, 8]
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blk.56.attn_norm.weightF32[12288]
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blk.56.attn_output.weightF16[12288, 12288]
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blk.56.attn_q.weightF16[12288, 12288]
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blk.56.attn_q_norm.weightF32[128, 96]
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blk.56.attn_v.weightF16[12288, 1024]
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blk.56.ffn_down.weightF16[33792, 12288]
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blk.56.ffn_gate.weightF16[12288, 33792]
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blk.56.ffn_up.weightF16[12288, 33792]
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blk.57.attn_k.weightF16[12288, 1024]
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blk.57.attn_k_norm.weightF32[128, 8]
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blk.57.attn_norm.weightF32[12288]
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blk.57.attn_output.weightF16[12288, 12288]
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blk.57.attn_q.weightF16[12288, 12288]
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blk.57.attn_q_norm.weightF32[128, 96]
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blk.57.attn_v.weightF16[12288, 1024]
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blk.57.ffn_down.weightF16[33792, 12288]
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blk.57.ffn_gate.weightF16[12288, 33792]
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blk.57.ffn_up.weightF16[12288, 33792]
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blk.58.attn_k.weightF16[12288, 1024]
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blk.58.attn_k_norm.weightF32[128, 8]
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blk.58.attn_norm.weightF32[12288]
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blk.58.attn_output.weightF16[12288, 12288]
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blk.58.attn_q.weightF16[12288, 12288]
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blk.58.attn_q_norm.weightF32[128, 96]
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blk.58.attn_v.weightF16[12288, 1024]
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blk.58.ffn_down.weightF16[33792, 12288]
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blk.58.ffn_gate.weightF16[12288, 33792]
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blk.58.ffn_up.weightF16[12288, 33792]
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blk.59.attn_k.weightF16[12288, 1024]
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blk.59.attn_k_norm.weightF32[128, 8]
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blk.59.attn_norm.weightF32[12288]
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blk.59.attn_output.weightF16[12288, 12288]
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blk.59.attn_q.weightF16[12288, 12288]
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blk.59.attn_q_norm.weightF32[128, 96]
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blk.59.attn_v.weightF16[12288, 1024]
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blk.59.ffn_down.weightF16[33792, 12288]
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blk.59.ffn_gate.weightF16[12288, 33792]
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blk.59.ffn_up.weightF16[12288, 33792]
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blk.60.attn_k.weightF16[12288, 1024]
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blk.60.attn_k_norm.weightF32[128, 8]
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blk.60.attn_norm.weightF32[12288]
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blk.60.attn_output.weightF16[12288, 12288]
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blk.60.attn_q.weightF16[12288, 12288]
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blk.60.attn_q_norm.weightF32[128, 96]
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blk.60.attn_v.weightF16[12288, 1024]
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blk.60.ffn_down.weightF16[33792, 12288]
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blk.60.ffn_gate.weightF16[12288, 33792]
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blk.60.ffn_up.weightF16[12288, 33792]
-
blk.61.attn_k.weightF16[12288, 1024]
-
blk.61.attn_k_norm.weightF32[128, 8]
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blk.61.attn_norm.weightF32[12288]
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blk.61.attn_output.weightF16[12288, 12288]
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blk.61.attn_q.weightF16[12288, 12288]
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blk.61.attn_q_norm.weightF32[128, 96]
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blk.61.attn_v.weightF16[12288, 1024]
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blk.61.ffn_down.weightF16[33792, 12288]
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blk.61.ffn_gate.weightF16[12288, 33792]
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blk.61.ffn_up.weightF16[12288, 33792]
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blk.62.attn_k.weightF16[12288, 1024]
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blk.62.attn_k_norm.weightF32[128, 8]
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blk.62.attn_norm.weightF32[12288]
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blk.62.attn_output.weightF16[12288, 12288]
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blk.62.attn_q.weightF16[12288, 12288]
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blk.62.attn_q_norm.weightF32[128, 96]
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blk.62.attn_v.weightF16[12288, 1024]
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blk.62.ffn_down.weightF16[33792, 12288]
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blk.62.ffn_gate.weightF16[12288, 33792]
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blk.62.ffn_up.weightF16[12288, 33792]
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blk.63.attn_k.weightF16[12288, 1024]
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blk.63.attn_k_norm.weightF32[128, 8]
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blk.63.attn_norm.weightF32[12288]
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blk.63.attn_output.weightF16[12288, 12288]
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blk.63.attn_q.weightF16[12288, 12288]
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blk.63.attn_q_norm.weightF32[128, 96]
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blk.63.attn_v.weightF16[12288, 1024]
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blk.63.ffn_down.weightF16[33792, 12288]
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blk.63.ffn_gate.weightF16[12288, 33792]
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blk.63.ffn_up.weightF16[12288, 33792]
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output_norm.weightF32[12288]
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