Mistral Small is a lightweight model designed for cost-effective use in tasks like translation and summarization.
tools
22b
49.4K Pulls Updated 2 months ago
e5f39205cb13 · 13GB
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general.architecturellama
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general.basenameMistral
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general.file_type2
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general.finetuneInstruct
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general.languages[en, fr, de, es, it, ...]
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general.licenseother
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general.license.linkhttps://mistral.ai/licenses/MRL-0.1.md
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general.license.namemrl
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general.nameMistral Small Instruct 2409
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general.quantization_version2
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general.size_labelSmall
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general.typemodel
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general.version2409
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llama.attention.head_count48
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llama.attention.head_count_kv8
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llama.attention.key_length128
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llama.attention.layer_norm_rms_epsilon1e-05
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llama.attention.value_length128
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llama.block_count56
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llama.context_length131072
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llama.embedding_length6144
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llama.feed_forward_length16384
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llama.rope.dimension_count128
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llama.rope.freq_base1e+06
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llama.vocab_size32768
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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_id2
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tokenizer.ggml.modelllama
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tokenizer.ggml.padding_token_id2
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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, 3, 3, 3, ...]
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tokenizer.ggml.tokens[<unk>, <s>, </s>, [INST], [/INST], ...]
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tokenizer.ggml.unknown_token_id0
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NameTypeShape
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blk.33.ffn_norm.weightF32[6144]
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blk.33.ffn_up.weightQ4_0[6144, 16384]
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blk.34.attn_k.weightQ4_0[6144, 1024]
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blk.34.attn_norm.weightF32[6144]
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blk.34.attn_output.weightQ4_0[6144, 6144]
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blk.34.attn_q.weightQ4_0[6144, 6144]
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blk.34.attn_v.weightQ4_0[6144, 1024]
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blk.34.ffn_down.weightQ4_0[16384, 6144]
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blk.34.ffn_gate.weightQ4_0[6144, 16384]
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blk.34.ffn_norm.weightF32[6144]
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blk.34.ffn_up.weightQ4_0[6144, 16384]
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blk.35.attn_k.weightQ4_0[6144, 1024]
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blk.35.attn_norm.weightF32[6144]
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blk.35.attn_output.weightQ4_0[6144, 6144]
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blk.35.attn_q.weightQ4_0[6144, 6144]
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blk.35.attn_v.weightQ4_0[6144, 1024]
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blk.35.ffn_down.weightQ4_0[16384, 6144]
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blk.35.ffn_gate.weightQ4_0[6144, 16384]
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blk.35.ffn_norm.weightF32[6144]
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blk.35.ffn_up.weightQ4_0[6144, 16384]
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blk.36.attn_k.weightQ4_0[6144, 1024]
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blk.36.attn_norm.weightF32[6144]
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blk.36.attn_output.weightQ4_0[6144, 6144]
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blk.36.attn_q.weightQ4_0[6144, 6144]
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blk.36.attn_v.weightQ4_0[6144, 1024]
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blk.36.ffn_down.weightQ4_0[16384, 6144]
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blk.36.ffn_gate.weightQ4_0[6144, 16384]
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blk.36.ffn_norm.weightF32[6144]
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blk.36.ffn_up.weightQ4_0[6144, 16384]
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blk.37.attn_k.weightQ4_0[6144, 1024]
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blk.37.attn_norm.weightF32[6144]
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blk.37.attn_output.weightQ4_0[6144, 6144]
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blk.37.attn_q.weightQ4_0[6144, 6144]
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blk.37.attn_v.weightQ4_0[6144, 1024]
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blk.37.ffn_down.weightQ4_0[16384, 6144]
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blk.37.ffn_gate.weightQ4_0[6144, 16384]
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blk.37.ffn_norm.weightF32[6144]
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blk.37.ffn_up.weightQ4_0[6144, 16384]
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blk.38.attn_k.weightQ4_0[6144, 1024]
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blk.38.attn_norm.weightF32[6144]
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blk.38.attn_output.weightQ4_0[6144, 6144]
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blk.38.attn_q.weightQ4_0[6144, 6144]
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blk.38.attn_v.weightQ4_0[6144, 1024]
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blk.38.ffn_down.weightQ4_0[16384, 6144]
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blk.38.ffn_gate.weightQ4_0[6144, 16384]
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blk.38.ffn_norm.weightF32[6144]
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blk.38.ffn_up.weightQ4_0[6144, 16384]
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blk.39.attn_k.weightQ4_0[6144, 1024]
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blk.39.attn_norm.weightF32[6144]
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blk.39.attn_output.weightQ4_0[6144, 6144]
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blk.39.attn_q.weightQ4_0[6144, 6144]
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blk.39.attn_v.weightQ4_0[6144, 1024]
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blk.39.ffn_down.weightQ4_0[16384, 6144]
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blk.39.ffn_gate.weightQ4_0[6144, 16384]
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blk.39.ffn_norm.weightF32[6144]
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blk.39.ffn_up.weightQ4_0[6144, 16384]
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blk.40.attn_k.weightQ4_0[6144, 1024]
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blk.40.attn_norm.weightF32[6144]
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blk.40.attn_output.weightQ4_0[6144, 6144]
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blk.40.attn_q.weightQ4_0[6144, 6144]
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blk.40.attn_v.weightQ4_0[6144, 1024]
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blk.40.ffn_down.weightQ4_0[16384, 6144]
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blk.40.ffn_gate.weightQ4_0[6144, 16384]
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blk.40.ffn_norm.weightF32[6144]
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blk.40.ffn_up.weightQ4_0[6144, 16384]
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blk.41.attn_k.weightQ4_0[6144, 1024]
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blk.41.attn_norm.weightF32[6144]
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blk.41.attn_output.weightQ4_0[6144, 6144]
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blk.41.attn_q.weightQ4_0[6144, 6144]
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blk.41.attn_v.weightQ4_0[6144, 1024]
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blk.41.ffn_down.weightQ4_0[16384, 6144]
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blk.41.ffn_gate.weightQ4_0[6144, 16384]
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blk.41.ffn_norm.weightF32[6144]
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blk.41.ffn_up.weightQ4_0[6144, 16384]
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blk.42.attn_k.weightQ4_0[6144, 1024]
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blk.42.attn_norm.weightF32[6144]
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blk.42.attn_output.weightQ4_0[6144, 6144]
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blk.42.attn_q.weightQ4_0[6144, 6144]
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blk.42.attn_v.weightQ4_0[6144, 1024]
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blk.42.ffn_down.weightQ4_0[16384, 6144]
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blk.42.ffn_gate.weightQ4_0[6144, 16384]
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blk.42.ffn_norm.weightF32[6144]
-
blk.42.ffn_up.weightQ4_0[6144, 16384]
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blk.43.attn_k.weightQ4_0[6144, 1024]
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blk.43.attn_norm.weightF32[6144]
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blk.43.attn_output.weightQ4_0[6144, 6144]
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blk.43.attn_q.weightQ4_0[6144, 6144]
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blk.43.attn_v.weightQ4_0[6144, 1024]
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blk.43.ffn_down.weightQ4_0[16384, 6144]
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blk.43.ffn_gate.weightQ4_0[6144, 16384]
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blk.43.ffn_norm.weightF32[6144]
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blk.43.ffn_up.weightQ4_0[6144, 16384]
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blk.44.attn_k.weightQ4_0[6144, 1024]
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blk.44.attn_norm.weightF32[6144]
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blk.44.attn_output.weightQ4_0[6144, 6144]
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blk.44.attn_q.weightQ4_0[6144, 6144]
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blk.44.attn_v.weightQ4_0[6144, 1024]
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blk.44.ffn_down.weightQ4_0[16384, 6144]
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blk.44.ffn_gate.weightQ4_0[6144, 16384]
-
blk.44.ffn_norm.weightF32[6144]
-
blk.44.ffn_up.weightQ4_0[6144, 16384]
-
blk.45.attn_k.weightQ4_0[6144, 1024]
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blk.45.attn_norm.weightF32[6144]
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blk.45.attn_output.weightQ4_0[6144, 6144]
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blk.45.attn_q.weightQ4_0[6144, 6144]
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blk.45.attn_v.weightQ4_0[6144, 1024]
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blk.45.ffn_down.weightQ4_0[16384, 6144]
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blk.45.ffn_gate.weightQ4_0[6144, 16384]
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blk.45.ffn_norm.weightF32[6144]
-
blk.45.ffn_up.weightQ4_0[6144, 16384]
-
blk.46.attn_k.weightQ4_0[6144, 1024]
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blk.46.attn_norm.weightF32[6144]
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blk.46.attn_output.weightQ4_0[6144, 6144]
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blk.46.attn_q.weightQ4_0[6144, 6144]
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blk.46.attn_v.weightQ4_0[6144, 1024]
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blk.46.ffn_down.weightQ4_0[16384, 6144]
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blk.46.ffn_gate.weightQ4_0[6144, 16384]
-
blk.46.ffn_norm.weightF32[6144]
-
blk.46.ffn_up.weightQ4_0[6144, 16384]
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blk.47.attn_k.weightQ4_0[6144, 1024]
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blk.47.attn_norm.weightF32[6144]
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blk.47.attn_output.weightQ4_0[6144, 6144]
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blk.47.attn_q.weightQ4_0[6144, 6144]
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blk.47.attn_v.weightQ4_0[6144, 1024]
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blk.47.ffn_down.weightQ4_0[16384, 6144]
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blk.47.ffn_gate.weightQ4_0[6144, 16384]
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blk.47.ffn_norm.weightF32[6144]
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blk.47.ffn_up.weightQ4_0[6144, 16384]
-
blk.48.attn_k.weightQ4_0[6144, 1024]
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blk.48.attn_norm.weightF32[6144]
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blk.48.attn_output.weightQ4_0[6144, 6144]
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blk.48.attn_q.weightQ4_0[6144, 6144]
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blk.48.attn_v.weightQ4_0[6144, 1024]
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blk.48.ffn_down.weightQ4_0[16384, 6144]
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blk.48.ffn_gate.weightQ4_0[6144, 16384]
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blk.48.ffn_norm.weightF32[6144]
-
blk.48.ffn_up.weightQ4_0[6144, 16384]
-
blk.49.attn_k.weightQ4_0[6144, 1024]
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blk.49.attn_norm.weightF32[6144]
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blk.49.attn_output.weightQ4_0[6144, 6144]
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blk.49.attn_q.weightQ4_0[6144, 6144]
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blk.49.attn_v.weightQ4_0[6144, 1024]
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blk.49.ffn_down.weightQ4_0[16384, 6144]
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blk.49.ffn_gate.weightQ4_0[6144, 16384]
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blk.49.ffn_norm.weightF32[6144]
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blk.49.ffn_up.weightQ4_0[6144, 16384]
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blk.50.attn_k.weightQ4_0[6144, 1024]
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blk.50.attn_norm.weightF32[6144]
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blk.50.attn_output.weightQ4_0[6144, 6144]
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blk.50.attn_q.weightQ4_0[6144, 6144]
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blk.50.attn_v.weightQ4_0[6144, 1024]
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blk.50.ffn_down.weightQ4_0[16384, 6144]
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blk.50.ffn_gate.weightQ4_0[6144, 16384]
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blk.50.ffn_norm.weightF32[6144]
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blk.50.ffn_up.weightQ4_0[6144, 16384]
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blk.51.attn_k.weightQ4_0[6144, 1024]
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blk.51.attn_norm.weightF32[6144]
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blk.51.attn_output.weightQ4_0[6144, 6144]
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blk.51.attn_q.weightQ4_0[6144, 6144]
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blk.51.attn_v.weightQ4_0[6144, 1024]
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blk.51.ffn_down.weightQ4_0[16384, 6144]
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blk.51.ffn_gate.weightQ4_0[6144, 16384]
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blk.51.ffn_norm.weightF32[6144]
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blk.51.ffn_up.weightQ4_0[6144, 16384]
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blk.52.attn_k.weightQ4_0[6144, 1024]
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blk.52.attn_norm.weightF32[6144]
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blk.52.attn_output.weightQ4_0[6144, 6144]
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blk.52.attn_q.weightQ4_0[6144, 6144]
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blk.52.attn_v.weightQ4_0[6144, 1024]
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blk.52.ffn_down.weightQ4_0[16384, 6144]
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blk.52.ffn_gate.weightQ4_0[6144, 16384]
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blk.52.ffn_norm.weightF32[6144]
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blk.52.ffn_up.weightQ4_0[6144, 16384]
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blk.53.attn_k.weightQ4_0[6144, 1024]
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blk.53.attn_norm.weightF32[6144]
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blk.53.attn_output.weightQ4_0[6144, 6144]
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blk.53.attn_q.weightQ4_0[6144, 6144]
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blk.53.attn_v.weightQ4_0[6144, 1024]
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blk.53.ffn_down.weightQ4_0[16384, 6144]
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blk.53.ffn_gate.weightQ4_0[6144, 16384]
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blk.53.ffn_norm.weightF32[6144]
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blk.53.ffn_up.weightQ4_0[6144, 16384]
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blk.54.attn_k.weightQ4_0[6144, 1024]
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blk.54.attn_norm.weightF32[6144]
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blk.54.attn_output.weightQ4_0[6144, 6144]
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blk.54.attn_q.weightQ4_0[6144, 6144]
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blk.54.attn_v.weightQ4_0[6144, 1024]
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blk.54.ffn_down.weightQ4_0[16384, 6144]
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blk.54.ffn_gate.weightQ4_0[6144, 16384]
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blk.54.ffn_norm.weightF32[6144]
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blk.54.ffn_up.weightQ4_0[6144, 16384]
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blk.55.attn_k.weightQ4_0[6144, 1024]
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blk.55.attn_norm.weightF32[6144]
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blk.55.attn_output.weightQ4_0[6144, 6144]
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blk.55.attn_q.weightQ4_0[6144, 6144]
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blk.55.attn_v.weightQ4_0[6144, 1024]
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blk.55.ffn_down.weightQ4_0[16384, 6144]
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blk.55.ffn_gate.weightQ4_0[6144, 16384]
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blk.55.ffn_norm.weightF32[6144]
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blk.55.ffn_up.weightQ4_0[6144, 16384]
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output.weightQ6_K[6144, 32768]
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output_norm.weightF32[6144]
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