SmolLM2 is a family of compact language models available in three size: 135M, 360M, and 1.7B parameters.
tools
135m
360m
1.7b
7,572 Pulls Updated 6 days ago
c524b6c7dd36 · 268MB
-
general.architecturellama
-
general.basenamesmollm2
-
general.file_type8
-
general.finetune8k-lc100k-mix1-ep2
-
general.languages[en]
-
general.licenseapache-2.0
-
general.nameSmollm2 360M 8k Lc100K Mix1 Ep2
-
general.organizationLoubnabnl
-
general.quantization_version2
-
general.size_label360M
-
general.typemodel
-
llama.attention.head_count15
-
llama.attention.head_count_kv5
-
llama.attention.layer_norm_rms_epsilon1e-05
-
llama.block_count32
-
llama.context_length8192
-
llama.embedding_length960
-
llama.feed_forward_length2560
-
llama.rope.dimension_count64
-
llama.rope.freq_base100000
-
llama.vocab_size49152
-
tokenizer.ggml.add_bos_tokenfalse
-
tokenizer.ggml.add_space_prefixfalse
-
tokenizer.ggml.bos_token_id1
-
tokenizer.ggml.eos_token_id2
-
tokenizer.ggml.merges[Ġ t, Ġ a, i n, h e, Ġ Ġ, ...]
-
tokenizer.ggml.modelgpt2
-
tokenizer.ggml.padding_token_id2
-
tokenizer.ggml.presmollm
-
tokenizer.ggml.token_type[3, 3, 3, 3, 3, ...]
-
tokenizer.ggml.tokens[<|endoftext|>, <|im_start|>, <|im_end|>, <repo_name>, <reponame>, ...]
-
tokenizer.ggml.unknown_token_id0
-
NameTypeShape
-
token_embd.weightQ8_0[960, 49152]
-
blk.0.attn_k.weightQ5_0[960, 320]
-
blk.0.attn_norm.weightF32[960]
-
blk.0.attn_output.weightQ5_0[960, 960]
-
blk.0.attn_q.weightQ5_0[960, 960]
-
blk.0.attn_v.weightQ5_0[960, 320]
-
blk.0.ffn_down.weightQ5_0[2560, 960]
-
blk.0.ffn_gate.weightQ5_0[960, 2560]
-
blk.0.ffn_norm.weightF32[960]
-
blk.0.ffn_up.weightQ5_0[960, 2560]
-
blk.1.attn_k.weightQ5_0[960, 320]
-
blk.1.attn_norm.weightF32[960]
-
blk.1.attn_output.weightQ5_0[960, 960]
-
blk.1.attn_q.weightQ5_0[960, 960]
-
blk.1.attn_v.weightQ5_0[960, 320]
-
blk.1.ffn_down.weightQ5_0[2560, 960]
-
blk.1.ffn_gate.weightQ5_0[960, 2560]
-
blk.1.ffn_norm.weightF32[960]
-
blk.1.ffn_up.weightQ5_0[960, 2560]
-
blk.2.attn_k.weightQ5_0[960, 320]
-
blk.2.attn_norm.weightF32[960]
-
blk.2.attn_output.weightQ5_0[960, 960]
-
blk.2.attn_q.weightQ5_0[960, 960]
-
blk.2.attn_v.weightQ5_0[960, 320]
-
blk.2.ffn_down.weightQ5_0[2560, 960]
-
blk.2.ffn_gate.weightQ5_0[960, 2560]
-
blk.2.ffn_norm.weightF32[960]
-
blk.2.ffn_up.weightQ5_0[960, 2560]
-
blk.3.attn_k.weightQ5_0[960, 320]
-
blk.3.attn_norm.weightF32[960]
-
blk.3.attn_output.weightQ5_0[960, 960]
-
blk.3.attn_q.weightQ5_0[960, 960]
-
blk.3.attn_v.weightQ5_0[960, 320]
-
blk.3.ffn_down.weightQ5_0[2560, 960]
-
blk.3.ffn_gate.weightQ5_0[960, 2560]
-
blk.3.ffn_norm.weightF32[960]
-
blk.3.ffn_up.weightQ5_0[960, 2560]
-
blk.4.attn_k.weightQ5_0[960, 320]
-
blk.4.attn_norm.weightF32[960]
-
blk.4.attn_output.weightQ5_0[960, 960]
-
blk.4.attn_q.weightQ5_0[960, 960]
-
blk.4.attn_v.weightQ5_0[960, 320]
-
blk.4.ffn_down.weightQ5_0[2560, 960]
-
blk.4.ffn_gate.weightQ5_0[960, 2560]
-
blk.4.ffn_norm.weightF32[960]
-
blk.4.ffn_up.weightQ5_0[960, 2560]
-
blk.5.attn_k.weightQ5_0[960, 320]
-
blk.5.attn_norm.weightF32[960]
-
blk.5.attn_output.weightQ5_0[960, 960]
-
blk.5.attn_q.weightQ5_0[960, 960]
-
blk.5.attn_v.weightQ5_0[960, 320]
-
blk.5.ffn_down.weightQ5_0[2560, 960]
-
blk.5.ffn_gate.weightQ5_0[960, 2560]
-
blk.5.ffn_norm.weightF32[960]
-
blk.5.ffn_up.weightQ5_0[960, 2560]
-
blk.6.attn_k.weightQ5_0[960, 320]
-
blk.6.attn_norm.weightF32[960]
-
blk.6.attn_output.weightQ5_0[960, 960]
-
blk.6.attn_q.weightQ5_0[960, 960]
-
blk.6.attn_v.weightQ5_0[960, 320]
-
blk.6.ffn_down.weightQ5_0[2560, 960]
-
blk.6.ffn_gate.weightQ5_0[960, 2560]
-
blk.6.ffn_norm.weightF32[960]
-
blk.6.ffn_up.weightQ5_0[960, 2560]
-
blk.7.attn_k.weightQ5_0[960, 320]
-
blk.7.attn_norm.weightF32[960]
-
blk.7.attn_output.weightQ5_0[960, 960]
-
blk.7.attn_q.weightQ5_0[960, 960]
-
blk.7.attn_v.weightQ5_0[960, 320]
-
blk.7.ffn_down.weightQ5_0[2560, 960]
-
blk.7.ffn_gate.weightQ5_0[960, 2560]
-
blk.7.ffn_norm.weightF32[960]
-
blk.7.ffn_up.weightQ5_0[960, 2560]
-
blk.8.attn_k.weightQ5_0[960, 320]
-
blk.8.attn_norm.weightF32[960]
-
blk.8.attn_output.weightQ5_0[960, 960]
-
blk.8.attn_q.weightQ5_0[960, 960]
-
blk.8.attn_v.weightQ5_0[960, 320]
-
blk.8.ffn_down.weightQ5_0[2560, 960]
-
blk.8.ffn_gate.weightQ5_0[960, 2560]
-
blk.8.ffn_norm.weightF32[960]
-
blk.8.ffn_up.weightQ5_0[960, 2560]
-
blk.9.attn_k.weightQ5_0[960, 320]
-
blk.9.attn_norm.weightF32[960]
-
blk.9.attn_output.weightQ5_0[960, 960]
-
blk.9.attn_q.weightQ5_0[960, 960]
-
blk.9.attn_v.weightQ5_0[960, 320]
-
blk.9.ffn_down.weightQ5_0[2560, 960]
-
blk.9.ffn_gate.weightQ5_0[960, 2560]
-
blk.9.ffn_norm.weightF32[960]
-
blk.9.ffn_up.weightQ5_0[960, 2560]
-
blk.10.attn_k.weightQ5_0[960, 320]
-
blk.10.attn_norm.weightF32[960]
-
blk.10.attn_output.weightQ5_0[960, 960]
-
blk.10.attn_q.weightQ5_0[960, 960]
-
blk.10.attn_v.weightQ5_0[960, 320]
-
blk.10.ffn_down.weightQ5_0[2560, 960]
-
blk.10.ffn_gate.weightQ5_0[960, 2560]
-
blk.10.ffn_norm.weightF32[960]
-
blk.10.ffn_up.weightQ5_0[960, 2560]
-
blk.11.attn_k.weightQ5_0[960, 320]
-
blk.11.attn_norm.weightF32[960]
-
blk.11.attn_output.weightQ5_0[960, 960]
-
blk.11.attn_q.weightQ5_0[960, 960]
-
blk.11.attn_v.weightQ5_0[960, 320]
-
blk.11.ffn_down.weightQ5_0[2560, 960]
-
blk.11.ffn_gate.weightQ5_0[960, 2560]
-
blk.11.ffn_norm.weightF32[960]
-
blk.11.ffn_up.weightQ5_0[960, 2560]
-
blk.12.attn_k.weightQ5_0[960, 320]
-
blk.12.attn_norm.weightF32[960]
-
blk.12.attn_output.weightQ5_0[960, 960]
-
blk.12.attn_q.weightQ5_0[960, 960]
-
blk.12.attn_v.weightQ5_0[960, 320]
-
blk.12.ffn_down.weightQ5_0[2560, 960]
-
blk.12.ffn_gate.weightQ5_0[960, 2560]
-
blk.12.ffn_norm.weightF32[960]
-
blk.12.ffn_up.weightQ5_0[960, 2560]
-
blk.13.attn_k.weightQ5_0[960, 320]
-
blk.13.attn_norm.weightF32[960]
-
blk.13.attn_output.weightQ5_0[960, 960]
-
blk.13.attn_q.weightQ5_0[960, 960]
-
blk.13.attn_v.weightQ5_0[960, 320]
-
blk.13.ffn_down.weightQ5_0[2560, 960]
-
blk.13.ffn_gate.weightQ5_0[960, 2560]
-
blk.13.ffn_norm.weightF32[960]
-
blk.13.ffn_up.weightQ5_0[960, 2560]
-
blk.14.attn_k.weightQ5_0[960, 320]
-
blk.14.attn_norm.weightF32[960]
-
blk.14.attn_output.weightQ5_0[960, 960]
-
blk.14.attn_q.weightQ5_0[960, 960]
-
blk.14.attn_v.weightQ5_0[960, 320]
-
blk.14.ffn_down.weightQ5_0[2560, 960]
-
blk.14.ffn_gate.weightQ5_0[960, 2560]
-
blk.14.ffn_norm.weightF32[960]
-
blk.14.ffn_up.weightQ5_0[960, 2560]
-
blk.15.attn_k.weightQ5_0[960, 320]
-
blk.15.attn_norm.weightF32[960]
-
blk.15.attn_output.weightQ5_0[960, 960]
-
blk.15.attn_q.weightQ5_0[960, 960]
-
blk.15.attn_v.weightQ5_0[960, 320]
-
blk.15.ffn_down.weightQ5_0[2560, 960]
-
blk.15.ffn_gate.weightQ5_0[960, 2560]
-
blk.15.ffn_norm.weightF32[960]
-
blk.15.ffn_up.weightQ5_0[960, 2560]
-
blk.16.attn_k.weightQ5_0[960, 320]
-
blk.16.attn_norm.weightF32[960]
-
blk.16.attn_output.weightQ5_0[960, 960]
-
blk.16.attn_q.weightQ5_0[960, 960]
-
blk.16.attn_v.weightQ5_0[960, 320]
-
blk.16.ffn_down.weightQ5_0[2560, 960]
-
blk.16.ffn_gate.weightQ5_0[960, 2560]
-
blk.16.ffn_norm.weightF32[960]
-
blk.16.ffn_up.weightQ5_0[960, 2560]
-
blk.17.attn_k.weightQ5_0[960, 320]
-
blk.17.attn_norm.weightF32[960]
-
blk.17.attn_output.weightQ5_0[960, 960]
-
blk.17.attn_q.weightQ5_0[960, 960]
-
blk.17.attn_v.weightQ5_0[960, 320]
-
blk.17.ffn_down.weightQ5_0[2560, 960]
-
blk.17.ffn_gate.weightQ5_0[960, 2560]
-
blk.17.ffn_norm.weightF32[960]
-
blk.17.ffn_up.weightQ5_0[960, 2560]
-
blk.18.attn_k.weightQ5_0[960, 320]
-
blk.18.attn_norm.weightF32[960]
-
blk.18.attn_output.weightQ5_0[960, 960]
-
blk.18.attn_q.weightQ5_0[960, 960]
-
blk.18.attn_v.weightQ5_0[960, 320]
-
blk.18.ffn_down.weightQ5_0[2560, 960]
-
blk.18.ffn_gate.weightQ5_0[960, 2560]
-
blk.18.ffn_norm.weightF32[960]
-
blk.18.ffn_up.weightQ5_0[960, 2560]
-
blk.19.attn_k.weightQ5_0[960, 320]
-
blk.19.attn_norm.weightF32[960]
-
blk.19.attn_output.weightQ5_0[960, 960]
-
blk.19.attn_q.weightQ5_0[960, 960]
-
blk.19.attn_v.weightQ5_0[960, 320]
-
blk.19.ffn_down.weightQ5_0[2560, 960]
-
blk.19.ffn_gate.weightQ5_0[960, 2560]
-
blk.19.ffn_norm.weightF32[960]
-
blk.19.ffn_up.weightQ5_0[960, 2560]
-
blk.20.attn_k.weightQ5_0[960, 320]
-
blk.20.attn_norm.weightF32[960]
-
blk.20.attn_output.weightQ5_0[960, 960]
-
blk.20.attn_q.weightQ5_0[960, 960]
-
blk.20.attn_v.weightQ5_0[960, 320]
-
blk.20.ffn_down.weightQ5_0[2560, 960]
-
blk.20.ffn_gate.weightQ5_0[960, 2560]
-
blk.20.ffn_norm.weightF32[960]
-
blk.20.ffn_up.weightQ5_0[960, 2560]
-
blk.21.attn_k.weightQ5_0[960, 320]
-
blk.21.attn_norm.weightF32[960]
-
blk.21.attn_output.weightQ5_0[960, 960]
-
blk.21.attn_q.weightQ5_0[960, 960]
-
blk.21.attn_v.weightQ5_0[960, 320]
-
blk.21.ffn_down.weightQ5_0[2560, 960]
-
blk.21.ffn_gate.weightQ5_0[960, 2560]
-
blk.21.ffn_norm.weightF32[960]
-
blk.21.ffn_up.weightQ5_0[960, 2560]
-
blk.22.attn_k.weightQ5_0[960, 320]
-
blk.22.attn_norm.weightF32[960]
-
blk.22.attn_output.weightQ5_0[960, 960]
-
blk.22.attn_q.weightQ5_0[960, 960]
-
blk.22.attn_v.weightQ5_0[960, 320]
-
blk.22.ffn_down.weightQ5_0[2560, 960]
-
blk.22.ffn_gate.weightQ5_0[960, 2560]
-
blk.22.ffn_norm.weightF32[960]
-
blk.22.ffn_up.weightQ5_0[960, 2560]
-
blk.23.attn_k.weightQ5_0[960, 320]
-
blk.23.attn_norm.weightF32[960]
-
blk.23.attn_output.weightQ5_0[960, 960]
-
blk.23.attn_q.weightQ5_0[960, 960]
-
blk.23.attn_v.weightQ5_0[960, 320]
-
blk.23.ffn_down.weightQ5_0[2560, 960]
-
blk.23.ffn_gate.weightQ5_0[960, 2560]
-
blk.23.ffn_norm.weightF32[960]
-
blk.23.ffn_up.weightQ5_0[960, 2560]
-
blk.24.attn_k.weightQ5_0[960, 320]
-
blk.24.attn_norm.weightF32[960]
-
blk.24.attn_output.weightQ5_0[960, 960]
-
blk.24.attn_q.weightQ5_0[960, 960]
-
blk.24.attn_v.weightQ5_0[960, 320]
-
blk.24.ffn_down.weightQ5_0[2560, 960]
-
blk.24.ffn_gate.weightQ5_0[960, 2560]
-
blk.24.ffn_norm.weightF32[960]
-
blk.24.ffn_up.weightQ5_0[960, 2560]
-
blk.25.attn_k.weightQ5_0[960, 320]
-
blk.25.attn_norm.weightF32[960]
-
blk.25.attn_output.weightQ5_0[960, 960]
-
blk.25.attn_q.weightQ5_0[960, 960]
-
blk.25.attn_v.weightQ5_0[960, 320]
-
blk.25.ffn_down.weightQ5_0[2560, 960]
-
blk.25.ffn_gate.weightQ5_0[960, 2560]
-
blk.25.ffn_norm.weightF32[960]
-
blk.25.ffn_up.weightQ5_0[960, 2560]
-
blk.26.attn_k.weightQ5_0[960, 320]
-
blk.26.attn_norm.weightF32[960]
-
blk.26.attn_output.weightQ5_0[960, 960]
-
blk.26.attn_q.weightQ5_0[960, 960]
-
blk.26.attn_v.weightQ5_0[960, 320]
-
blk.26.ffn_down.weightQ5_0[2560, 960]
-
blk.26.ffn_gate.weightQ5_0[960, 2560]
-
blk.26.ffn_norm.weightF32[960]
-
blk.26.ffn_up.weightQ5_0[960, 2560]
-
blk.27.attn_k.weightQ5_0[960, 320]
-
blk.27.attn_norm.weightF32[960]
-
blk.27.attn_output.weightQ5_0[960, 960]
-
blk.27.attn_q.weightQ5_0[960, 960]
-
blk.27.attn_v.weightQ5_0[960, 320]
-
blk.27.ffn_down.weightQ5_0[2560, 960]
-
blk.27.ffn_gate.weightQ5_0[960, 2560]
-
blk.27.ffn_norm.weightF32[960]
-
blk.27.ffn_up.weightQ5_0[960, 2560]
-
blk.28.attn_k.weightQ5_0[960, 320]
-
blk.28.attn_norm.weightF32[960]
-
blk.28.attn_output.weightQ5_0[960, 960]
-
blk.28.attn_q.weightQ5_0[960, 960]
-
blk.28.attn_v.weightQ5_0[960, 320]
-
blk.28.ffn_down.weightQ5_0[2560, 960]
-
blk.28.ffn_gate.weightQ5_0[960, 2560]
-
blk.28.ffn_norm.weightF32[960]
-
blk.28.ffn_up.weightQ5_0[960, 2560]
-
blk.29.attn_k.weightQ5_0[960, 320]
-
blk.29.attn_norm.weightF32[960]
-
blk.29.attn_output.weightQ5_0[960, 960]
-
blk.29.attn_q.weightQ5_0[960, 960]
-
blk.29.attn_v.weightQ5_0[960, 320]
-
blk.29.ffn_down.weightQ5_0[2560, 960]
-
blk.29.ffn_gate.weightQ5_0[960, 2560]
-
blk.29.ffn_norm.weightF32[960]
-
blk.29.ffn_up.weightQ5_0[960, 2560]
-
blk.30.attn_k.weightQ5_0[960, 320]
-
blk.30.attn_norm.weightF32[960]
-
blk.30.attn_output.weightQ5_0[960, 960]
-
blk.30.attn_q.weightQ5_0[960, 960]
-
blk.30.attn_v.weightQ5_0[960, 320]
-
blk.30.ffn_down.weightQ5_0[2560, 960]
-
blk.30.ffn_gate.weightQ5_0[960, 2560]
-
blk.30.ffn_norm.weightF32[960]
-
blk.30.ffn_up.weightQ5_0[960, 2560]
-
blk.31.attn_k.weightQ5_0[960, 320]
-
blk.31.attn_norm.weightF32[960]
-
blk.31.attn_output.weightQ5_0[960, 960]
-
blk.31.attn_q.weightQ5_0[960, 960]
-
blk.31.attn_v.weightQ5_0[960, 320]
-
blk.31.ffn_down.weightQ5_0[2560, 960]
-
blk.31.ffn_gate.weightQ5_0[960, 2560]
-
blk.31.ffn_norm.weightF32[960]
-
blk.31.ffn_up.weightQ5_0[960, 2560]
-
output_norm.weightF32[960]
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