Apple OpenELM: An Efficient Language Model Family with Open Training and Inference Framework
290 Pulls Updated 5 months ago
8308909dd8bf · 2.2GB
-
general.architectureopenelm
-
general.file_type17
-
general.nameOpenELM-3B-Instruct
-
general.quantization_version2
-
general.typemodel
-
openelm.attention.head_count[12, 12, 12, 12, 16, ...]
-
openelm.attention.head_count_kv[3, 3, 3, 3, 4, ...]
-
openelm.attention.key_length128
-
openelm.attention.layer_norm_rms_epsilon1e-06
-
openelm.attention.value_length128
-
openelm.block_count36
-
openelm.context_length2048
-
openelm.embedding_length3072
-
openelm.feed_forward_length[1536, 1792, 2048, 2560, 2816, ...]
-
openelm.rope.dimension_count128
-
openelm.rope.freq_base10000
-
tokenizer.ggml.add_bos_tokentrue
-
tokenizer.ggml.add_eos_tokenfalse
-
tokenizer.ggml.bos_token_id1
-
tokenizer.ggml.eos_token_id2
-
tokenizer.ggml.modelllama
-
tokenizer.ggml.predefault
-
tokenizer.ggml.scores[0, 0, 0, 0, 0, ...]
-
tokenizer.ggml.token_type[2, 3, 3, 6, 6, ...]
-
tokenizer.ggml.tokens[<unk>, <s>, </s>, <0x00>, <0x01>, ...]
-
tokenizer.ggml.unknown_token_id0
-
NameTypeShape
-
token_embd.weightQ6_K[3072, 32000]
-
blk.0.attn_k_norm.weightF32[128]
-
blk.0.attn_norm.weightF32[3072]
-
blk.0.attn_output.weightQ5_K[1536, 3072]
-
blk.0.attn_q_norm.weightF32[128]
-
blk.0.attn_qkv.weightQ6_K[3072, 2304]
-
blk.0.ffn_down.weightQ6_K[1536, 3072]
-
blk.0.ffn_gate.weightQ5_K[3072, 1536]
-
blk.0.ffn_norm.weightF32[3072]
-
blk.0.ffn_up.weightQ5_K[3072, 1536]
-
blk.1.attn_k_norm.weightF32[128]
-
blk.1.attn_norm.weightF32[3072]
-
blk.1.attn_output.weightQ5_K[1536, 3072]
-
blk.1.attn_q_norm.weightF32[128]
-
blk.1.attn_qkv.weightQ6_K[3072, 2304]
-
blk.1.ffn_down.weightQ6_K[1792, 3072]
-
blk.1.ffn_gate.weightQ5_K[3072, 1792]
-
blk.1.ffn_norm.weightF32[3072]
-
blk.1.ffn_up.weightQ5_K[3072, 1792]
-
blk.2.attn_k_norm.weightF32[128]
-
blk.2.attn_norm.weightF32[3072]
-
blk.2.attn_output.weightQ5_K[1536, 3072]
-
blk.2.attn_q_norm.weightF32[128]
-
blk.2.attn_qkv.weightQ6_K[3072, 2304]
-
blk.2.ffn_down.weightQ6_K[2048, 3072]
-
blk.2.ffn_gate.weightQ5_K[3072, 2048]
-
blk.2.ffn_norm.weightF32[3072]
-
blk.2.ffn_up.weightQ5_K[3072, 2048]
-
blk.3.attn_k_norm.weightF32[128]
-
blk.3.attn_norm.weightF32[3072]
-
blk.3.attn_output.weightQ5_K[1536, 3072]
-
blk.3.attn_q_norm.weightF32[128]
-
blk.3.attn_qkv.weightQ6_K[3072, 2304]
-
blk.3.ffn_down.weightQ5_K[2560, 3072]
-
blk.3.ffn_gate.weightQ5_K[3072, 2560]
-
blk.3.ffn_norm.weightF32[3072]
-
blk.3.ffn_up.weightQ5_K[3072, 2560]
-
blk.4.attn_k_norm.weightF32[128]
-
blk.4.attn_norm.weightF32[3072]
-
blk.4.attn_output.weightQ5_K[2048, 3072]
-
blk.4.attn_q_norm.weightF32[128]
-
blk.4.attn_qkv.weightQ6_K[3072, 3072]
-
blk.4.ffn_down.weightQ5_K[2816, 3072]
-
blk.4.ffn_gate.weightQ5_K[3072, 2816]
-
blk.4.ffn_norm.weightF32[3072]
-
blk.4.ffn_up.weightQ5_K[3072, 2816]
-
blk.5.attn_k_norm.weightF32[128]
-
blk.5.attn_norm.weightF32[3072]
-
blk.5.attn_output.weightQ5_K[2048, 3072]
-
blk.5.attn_q_norm.weightF32[128]
-
blk.5.attn_qkv.weightQ6_K[3072, 3072]
-
blk.5.ffn_down.weightQ5_K[3072, 3072]
-
blk.5.ffn_gate.weightQ5_K[3072, 3072]
-
blk.5.ffn_norm.weightF32[3072]
-
blk.5.ffn_up.weightQ5_K[3072, 3072]
-
blk.6.attn_k_norm.weightF32[128]
-
blk.6.attn_norm.weightF32[3072]
-
blk.6.attn_output.weightQ5_K[2048, 3072]
-
blk.6.attn_q_norm.weightF32[128]
-
blk.6.attn_qkv.weightQ6_K[3072, 3072]
-
blk.6.ffn_down.weightQ6_K[3328, 3072]
-
blk.6.ffn_gate.weightQ5_K[3072, 3328]
-
blk.6.ffn_norm.weightF32[3072]
-
blk.6.ffn_up.weightQ5_K[3072, 3328]
-
blk.7.attn_k_norm.weightF32[128]
-
blk.7.attn_norm.weightF32[3072]
-
blk.7.attn_output.weightQ5_K[2048, 3072]
-
blk.7.attn_q_norm.weightF32[128]
-
blk.7.attn_qkv.weightQ6_K[3072, 3072]
-
blk.7.ffn_down.weightQ5_K[3584, 3072]
-
blk.7.ffn_gate.weightQ5_K[3072, 3584]
-
blk.7.ffn_norm.weightF32[3072]
-
blk.7.ffn_up.weightQ5_K[3072, 3584]
-
blk.8.attn_k_norm.weightF32[128]
-
blk.8.attn_norm.weightF32[3072]
-
blk.8.attn_output.weightQ5_K[2048, 3072]
-
blk.8.attn_q_norm.weightF32[128]
-
blk.8.attn_qkv.weightQ6_K[3072, 3072]
-
blk.8.ffn_down.weightQ5_K[4096, 3072]
-
blk.8.ffn_gate.weightQ5_K[3072, 4096]
-
blk.8.ffn_norm.weightF32[3072]
-
blk.8.ffn_up.weightQ5_K[3072, 4096]
-
blk.9.attn_k_norm.weightF32[128]
-
blk.9.attn_norm.weightF32[3072]
-
blk.9.attn_output.weightQ5_K[2048, 3072]
-
blk.9.attn_q_norm.weightF32[128]
-
blk.9.attn_qkv.weightQ6_K[3072, 3072]
-
blk.9.ffn_down.weightQ6_K[4352, 3072]
-
blk.9.ffn_gate.weightQ5_K[3072, 4352]
-
blk.9.ffn_norm.weightF32[3072]
-
blk.9.ffn_up.weightQ5_K[3072, 4352]
-
blk.10.attn_k_norm.weightF32[128]
-
blk.10.attn_norm.weightF32[3072]
-
blk.10.attn_output.weightQ5_K[2048, 3072]
-
blk.10.attn_q_norm.weightF32[128]
-
blk.10.attn_qkv.weightQ6_K[3072, 3072]
-
blk.10.ffn_down.weightQ6_K[4608, 3072]
-
blk.10.ffn_gate.weightQ5_K[3072, 4608]
-
blk.10.ffn_norm.weightF32[3072]
-
blk.10.ffn_up.weightQ5_K[3072, 4608]
-
blk.11.attn_k_norm.weightF32[128]
-
blk.11.attn_norm.weightF32[3072]
-
blk.11.attn_output.weightQ5_K[2048, 3072]
-
blk.11.attn_q_norm.weightF32[128]
-
blk.11.attn_qkv.weightQ6_K[3072, 3072]
-
blk.11.ffn_down.weightQ6_K[4864, 3072]
-
blk.11.ffn_gate.weightQ5_K[3072, 4864]
-
blk.11.ffn_norm.weightF32[3072]
-
blk.11.ffn_up.weightQ5_K[3072, 4864]
-
blk.12.attn_k_norm.weightF32[128]
-
blk.12.attn_norm.weightF32[3072]
-
blk.12.attn_output.weightQ5_K[2048, 3072]
-
blk.12.attn_q_norm.weightF32[128]
-
blk.12.attn_qkv.weightQ6_K[3072, 3072]
-
blk.12.ffn_down.weightQ5_K[5120, 3072]
-
blk.12.ffn_gate.weightQ5_K[3072, 5120]
-
blk.12.ffn_norm.weightF32[3072]
-
blk.12.ffn_up.weightQ5_K[3072, 5120]
-
blk.13.attn_k_norm.weightF32[128]
-
blk.13.attn_norm.weightF32[3072]
-
blk.13.attn_output.weightQ5_K[2048, 3072]
-
blk.13.attn_q_norm.weightF32[128]
-
blk.13.attn_qkv.weightQ6_K[3072, 3072]
-
blk.13.ffn_down.weightQ5_K[5632, 3072]
-
blk.13.ffn_gate.weightQ5_K[3072, 5632]
-
blk.13.ffn_norm.weightF32[3072]
-
blk.13.ffn_up.weightQ5_K[3072, 5632]
-
blk.14.attn_k_norm.weightF32[128]
-
blk.14.attn_norm.weightF32[3072]
-
blk.14.attn_output.weightQ5_K[2048, 3072]
-
blk.14.attn_q_norm.weightF32[128]
-
blk.14.attn_qkv.weightQ6_K[3072, 3072]
-
blk.14.ffn_down.weightQ6_K[5888, 3072]
-
blk.14.ffn_gate.weightQ5_K[3072, 5888]
-
blk.14.ffn_norm.weightF32[3072]
-
blk.14.ffn_up.weightQ5_K[3072, 5888]
-
blk.15.attn_k_norm.weightF32[128]
-
blk.15.attn_norm.weightF32[3072]
-
blk.15.attn_output.weightQ5_K[2048, 3072]
-
blk.15.attn_q_norm.weightF32[128]
-
blk.15.attn_qkv.weightQ6_K[3072, 3072]
-
blk.15.ffn_down.weightQ5_K[6144, 3072]
-
blk.15.ffn_gate.weightQ5_K[3072, 6144]
-
blk.15.ffn_norm.weightF32[3072]
-
blk.15.ffn_up.weightQ5_K[3072, 6144]
-
blk.16.attn_k_norm.weightF32[128]
-
blk.16.attn_norm.weightF32[3072]
-
blk.16.attn_output.weightQ5_K[2048, 3072]
-
blk.16.attn_q_norm.weightF32[128]
-
blk.16.attn_qkv.weightQ6_K[3072, 3072]
-
blk.16.ffn_down.weightQ5_K[6400, 3072]
-
blk.16.ffn_gate.weightQ5_K[3072, 6400]
-
blk.16.ffn_norm.weightF32[3072]
-
blk.16.ffn_up.weightQ5_K[3072, 6400]
-
blk.17.attn_k_norm.weightF32[128]
-
blk.17.attn_norm.weightF32[3072]
-
blk.17.attn_output.weightQ5_K[2048, 3072]
-
blk.17.attn_q_norm.weightF32[128]
-
blk.17.attn_qkv.weightQ6_K[3072, 3072]
-
blk.17.ffn_down.weightQ6_K[6656, 3072]
-
blk.17.ffn_gate.weightQ5_K[3072, 6656]
-
blk.17.ffn_norm.weightF32[3072]
-
blk.17.ffn_up.weightQ5_K[3072, 6656]
-
blk.18.attn_k_norm.weightF32[128]
-
blk.18.attn_norm.weightF32[3072]
-
blk.18.attn_output.weightQ5_K[2560, 3072]
-
blk.18.attn_q_norm.weightF32[128]
-
blk.18.attn_qkv.weightQ6_K[3072, 3840]
-
blk.18.ffn_down.weightQ5_K[7168, 3072]
-
blk.18.ffn_gate.weightQ5_K[3072, 7168]
-
blk.18.ffn_norm.weightF32[3072]
-
blk.18.ffn_up.weightQ5_K[3072, 7168]
-
blk.19.attn_k_norm.weightF32[128]
-
blk.19.attn_norm.weightF32[3072]
-
blk.19.attn_output.weightQ5_K[2560, 3072]
-
blk.19.attn_q_norm.weightF32[128]
-
blk.19.attn_qkv.weightQ6_K[3072, 3840]
-
blk.19.ffn_down.weightQ5_K[7424, 3072]
-
blk.19.ffn_gate.weightQ5_K[3072, 7424]
-
blk.19.ffn_norm.weightF32[3072]
-
blk.19.ffn_up.weightQ5_K[3072, 7424]
-
blk.20.attn_k_norm.weightF32[128]
-
blk.20.attn_norm.weightF32[3072]
-
blk.20.attn_output.weightQ5_K[2560, 3072]
-
blk.20.attn_q_norm.weightF32[128]
-
blk.20.attn_qkv.weightQ6_K[3072, 3840]
-
blk.20.ffn_down.weightQ5_K[7680, 3072]
-
blk.20.ffn_gate.weightQ5_K[3072, 7680]
-
blk.20.ffn_norm.weightF32[3072]
-
blk.20.ffn_up.weightQ5_K[3072, 7680]
-
blk.21.attn_k_norm.weightF32[128]
-
blk.21.attn_norm.weightF32[3072]
-
blk.21.attn_output.weightQ5_K[2560, 3072]
-
blk.21.attn_q_norm.weightF32[128]
-
blk.21.attn_qkv.weightQ6_K[3072, 3840]
-
blk.21.ffn_down.weightQ5_K[7936, 3072]
-
blk.21.ffn_gate.weightQ5_K[3072, 7936]
-
blk.21.ffn_norm.weightF32[3072]
-
blk.21.ffn_up.weightQ5_K[3072, 7936]
-
blk.22.attn_k_norm.weightF32[128]
-
blk.22.attn_norm.weightF32[3072]
-
blk.22.attn_output.weightQ5_K[2560, 3072]
-
blk.22.attn_q_norm.weightF32[128]
-
blk.22.attn_qkv.weightQ6_K[3072, 3840]
-
blk.22.ffn_down.weightQ6_K[8192, 3072]
-
blk.22.ffn_gate.weightQ5_K[3072, 8192]
-
blk.22.ffn_norm.weightF32[3072]
-
blk.22.ffn_up.weightQ5_K[3072, 8192]
-
blk.23.attn_k_norm.weightF32[128]
-
blk.23.attn_norm.weightF32[3072]
-
blk.23.attn_output.weightQ5_K[2560, 3072]
-
blk.23.attn_q_norm.weightF32[128]
-
blk.23.attn_qkv.weightQ6_K[3072, 3840]
-
blk.23.ffn_down.weightQ5_K[8704, 3072]
-
blk.23.ffn_gate.weightQ5_K[3072, 8704]
-
blk.23.ffn_norm.weightF32[3072]
-
blk.23.ffn_up.weightQ5_K[3072, 8704]
-
blk.24.attn_k_norm.weightF32[128]
-
blk.24.attn_norm.weightF32[3072]
-
blk.24.attn_output.weightQ5_K[2560, 3072]
-
blk.24.attn_q_norm.weightF32[128]
-
blk.24.attn_qkv.weightQ6_K[3072, 3840]
-
blk.24.ffn_down.weightQ5_K[8960, 3072]
-
blk.24.ffn_gate.weightQ5_K[3072, 8960]
-
blk.24.ffn_norm.weightF32[3072]
-
blk.24.ffn_up.weightQ5_K[3072, 8960]
-
blk.25.attn_k_norm.weightF32[128]
-
blk.25.attn_norm.weightF32[3072]
-
blk.25.attn_output.weightQ5_K[2560, 3072]
-
blk.25.attn_q_norm.weightF32[128]
-
blk.25.attn_qkv.weightQ6_K[3072, 3840]
-
blk.25.ffn_down.weightQ6_K[9216, 3072]
-
blk.25.ffn_gate.weightQ5_K[3072, 9216]
-
blk.25.ffn_norm.weightF32[3072]
-
blk.25.ffn_up.weightQ5_K[3072, 9216]
-
blk.26.attn_k_norm.weightF32[128]
-
blk.26.attn_norm.weightF32[3072]
-
blk.26.attn_output.weightQ5_K[2560, 3072]
-
blk.26.attn_q_norm.weightF32[128]
-
blk.26.attn_qkv.weightQ6_K[3072, 3840]
-
blk.26.ffn_down.weightQ5_K[9472, 3072]
-
blk.26.ffn_gate.weightQ5_K[3072, 9472]
-
blk.26.ffn_norm.weightF32[3072]
-
blk.26.ffn_up.weightQ5_K[3072, 9472]
-
blk.27.attn_k_norm.weightF32[128]
-
blk.27.attn_norm.weightF32[3072]
-
blk.27.attn_output.weightQ5_K[2560, 3072]
-
blk.27.attn_q_norm.weightF32[128]
-
blk.27.attn_qkv.weightQ6_K[3072, 3840]
-
blk.27.ffn_down.weightQ5_K[9728, 3072]
-
blk.27.ffn_gate.weightQ5_K[3072, 9728]
-
blk.27.ffn_norm.weightF32[3072]
-
blk.27.ffn_up.weightQ5_K[3072, 9728]
-
blk.28.attn_k_norm.weightF32[128]
-
blk.28.attn_norm.weightF32[3072]
-
blk.28.attn_output.weightQ5_K[2560, 3072]
-
blk.28.attn_q_norm.weightF32[128]
-
blk.28.attn_qkv.weightQ6_K[3072, 3840]
-
blk.28.ffn_down.weightQ6_K[10240, 3072]
-
blk.28.ffn_gate.weightQ5_K[3072, 10240]
-
blk.28.ffn_norm.weightF32[3072]
-
blk.28.ffn_up.weightQ5_K[3072, 10240]
-
blk.29.attn_k_norm.weightF32[128]
-
blk.29.attn_norm.weightF32[3072]
-
blk.29.attn_output.weightQ5_K[2560, 3072]
-
blk.29.attn_q_norm.weightF32[128]
-
blk.29.attn_qkv.weightQ6_K[3072, 3840]
-
blk.29.ffn_down.weightQ5_K[10496, 3072]
-
blk.29.ffn_gate.weightQ5_K[3072, 10496]
-
blk.29.ffn_norm.weightF32[3072]
-
blk.29.ffn_up.weightQ5_K[3072, 10496]
-
blk.30.attn_k_norm.weightF32[128]
-
blk.30.attn_norm.weightF32[3072]
-
blk.30.attn_output.weightQ5_K[3072, 3072]
-
blk.30.attn_q_norm.weightF32[128]
-
blk.30.attn_qkv.weightQ6_K[3072, 4608]
-
blk.30.ffn_down.weightQ6_K[10752, 3072]
-
blk.30.ffn_gate.weightQ5_K[3072, 10752]
-
blk.30.ffn_norm.weightF32[3072]
-
blk.30.ffn_up.weightQ5_K[3072, 10752]
-
blk.31.attn_k_norm.weightF32[128]
-
blk.31.attn_norm.weightF32[3072]
-
blk.31.attn_output.weightQ5_K[3072, 3072]
-
blk.31.attn_q_norm.weightF32[128]
-
blk.31.attn_qkv.weightQ6_K[3072, 4608]
-
blk.31.ffn_down.weightQ6_K[11008, 3072]
-
blk.31.ffn_gate.weightQ5_K[3072, 11008]
-
blk.31.ffn_norm.weightF32[3072]
-
blk.31.ffn_up.weightQ5_K[3072, 11008]
-
blk.32.attn_k_norm.weightF32[128]
-
blk.32.attn_norm.weightF32[3072]
-
blk.32.attn_output.weightQ5_K[3072, 3072]
-
blk.32.attn_q_norm.weightF32[128]
-
blk.32.attn_qkv.weightQ6_K[3072, 4608]
-
blk.32.ffn_down.weightQ6_K[11264, 3072]
-
blk.32.ffn_gate.weightQ5_K[3072, 11264]
-
blk.32.ffn_norm.weightF32[3072]
-
blk.32.ffn_up.weightQ5_K[3072, 11264]
-
blk.33.attn_k_norm.weightF32[128]
-
blk.33.attn_norm.weightF32[3072]
-
blk.33.attn_output.weightQ5_K[3072, 3072]
-
blk.33.attn_q_norm.weightF32[128]
-
blk.33.attn_qkv.weightQ6_K[3072, 4608]
-
blk.33.ffn_down.weightQ6_K[11776, 3072]
-
blk.33.ffn_gate.weightQ5_K[3072, 11776]
-
blk.33.ffn_norm.weightF32[3072]
-
blk.33.ffn_up.weightQ5_K[3072, 11776]
-
blk.34.attn_k_norm.weightF32[128]
-
blk.34.attn_norm.weightF32[3072]
-
blk.34.attn_output.weightQ5_K[3072, 3072]
-
blk.34.attn_q_norm.weightF32[128]
-
blk.34.attn_qkv.weightQ6_K[3072, 4608]
-
blk.34.ffn_down.weightQ6_K[12032, 3072]
-
blk.34.ffn_gate.weightQ5_K[3072, 12032]
-
blk.34.ffn_norm.weightF32[3072]
-
blk.34.ffn_up.weightQ5_K[3072, 12032]
-
blk.35.attn_k_norm.weightF32[128]
-
blk.35.attn_norm.weightF32[3072]
-
blk.35.attn_output.weightQ5_K[3072, 3072]
-
blk.35.attn_q_norm.weightF32[128]
-
blk.35.attn_qkv.weightQ6_K[3072, 4608]
-
blk.35.ffn_down.weightQ6_K[12288, 3072]
-
blk.35.ffn_gate.weightQ5_K[3072, 12288]
-
blk.35.ffn_norm.weightF32[3072]
-
blk.35.ffn_up.weightQ5_K[3072, 12288]
-
output_norm.weightF32[3072]
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