SmolLM2 is a family of compact language models available in three size: 135M, 360M, and 1.7B parameters.
tools
135m
360m
1.7b
14.9K Pulls Updated 2 weeks ago
a209d9473a2c · 219MB
-
general.architecturellama
-
general.basenamesmollm2
-
general.file_type10
-
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.weight(!unknown_type 20!)[960, 320]
-
blk.0.attn_norm.weightF32[960]
-
blk.0.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.0.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.0.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.0.ffn_down.weightQ3_K[2560, 960]
-
blk.0.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.0.ffn_norm.weightF32[960]
-
blk.0.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.1.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.1.attn_norm.weightF32[960]
-
blk.1.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.1.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.1.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.1.ffn_down.weightQ3_K[2560, 960]
-
blk.1.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.1.ffn_norm.weightF32[960]
-
blk.1.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.2.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.2.attn_norm.weightF32[960]
-
blk.2.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.2.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.2.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.2.ffn_down.weightQ3_K[2560, 960]
-
blk.2.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.2.ffn_norm.weightF32[960]
-
blk.2.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.3.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.3.attn_norm.weightF32[960]
-
blk.3.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.3.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.3.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.3.ffn_down.weightQ3_K[2560, 960]
-
blk.3.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.3.ffn_norm.weightF32[960]
-
blk.3.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.4.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.4.attn_norm.weightF32[960]
-
blk.4.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.4.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.4.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.4.ffn_down.weightQ3_K[2560, 960]
-
blk.4.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.4.ffn_norm.weightF32[960]
-
blk.4.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.5.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.5.attn_norm.weightF32[960]
-
blk.5.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.5.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.5.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.5.ffn_down.weightQ3_K[2560, 960]
-
blk.5.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.5.ffn_norm.weightF32[960]
-
blk.5.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.6.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.6.attn_norm.weightF32[960]
-
blk.6.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.6.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.6.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.6.ffn_down.weightQ3_K[2560, 960]
-
blk.6.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.6.ffn_norm.weightF32[960]
-
blk.6.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.7.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.7.attn_norm.weightF32[960]
-
blk.7.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.7.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.7.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.7.ffn_down.weightQ3_K[2560, 960]
-
blk.7.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.7.ffn_norm.weightF32[960]
-
blk.7.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.8.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.8.attn_norm.weightF32[960]
-
blk.8.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.8.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.8.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.8.ffn_down.weightQ3_K[2560, 960]
-
blk.8.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.8.ffn_norm.weightF32[960]
-
blk.8.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.9.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.9.attn_norm.weightF32[960]
-
blk.9.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.9.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.9.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.9.ffn_down.weightQ3_K[2560, 960]
-
blk.9.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.9.ffn_norm.weightF32[960]
-
blk.9.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.10.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.10.attn_norm.weightF32[960]
-
blk.10.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.10.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.10.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.10.ffn_down.weightQ3_K[2560, 960]
-
blk.10.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.10.ffn_norm.weightF32[960]
-
blk.10.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.11.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.11.attn_norm.weightF32[960]
-
blk.11.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.11.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.11.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.11.ffn_down.weightQ3_K[2560, 960]
-
blk.11.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.11.ffn_norm.weightF32[960]
-
blk.11.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.12.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.12.attn_norm.weightF32[960]
-
blk.12.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.12.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.12.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.12.ffn_down.weightQ3_K[2560, 960]
-
blk.12.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.12.ffn_norm.weightF32[960]
-
blk.12.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.13.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.13.attn_norm.weightF32[960]
-
blk.13.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.13.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.13.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.13.ffn_down.weightQ3_K[2560, 960]
-
blk.13.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.13.ffn_norm.weightF32[960]
-
blk.13.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.14.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.14.attn_norm.weightF32[960]
-
blk.14.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.14.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.14.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.14.ffn_down.weightQ3_K[2560, 960]
-
blk.14.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.14.ffn_norm.weightF32[960]
-
blk.14.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.15.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.15.attn_norm.weightF32[960]
-
blk.15.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.15.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.15.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.15.ffn_down.weightQ3_K[2560, 960]
-
blk.15.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.15.ffn_norm.weightF32[960]
-
blk.15.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.16.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.16.attn_norm.weightF32[960]
-
blk.16.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.16.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.16.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.16.ffn_down.weightQ3_K[2560, 960]
-
blk.16.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.16.ffn_norm.weightF32[960]
-
blk.16.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.17.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.17.attn_norm.weightF32[960]
-
blk.17.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.17.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.17.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.17.ffn_down.weightQ3_K[2560, 960]
-
blk.17.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.17.ffn_norm.weightF32[960]
-
blk.17.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.18.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.18.attn_norm.weightF32[960]
-
blk.18.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.18.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.18.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.18.ffn_down.weightQ3_K[2560, 960]
-
blk.18.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.18.ffn_norm.weightF32[960]
-
blk.18.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.19.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.19.attn_norm.weightF32[960]
-
blk.19.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.19.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.19.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.19.ffn_down.weightQ3_K[2560, 960]
-
blk.19.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.19.ffn_norm.weightF32[960]
-
blk.19.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.20.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.20.attn_norm.weightF32[960]
-
blk.20.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.20.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.20.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.20.ffn_down.weightQ3_K[2560, 960]
-
blk.20.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.20.ffn_norm.weightF32[960]
-
blk.20.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.21.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.21.attn_norm.weightF32[960]
-
blk.21.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.21.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.21.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.21.ffn_down.weightQ3_K[2560, 960]
-
blk.21.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.21.ffn_norm.weightF32[960]
-
blk.21.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.22.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.22.attn_norm.weightF32[960]
-
blk.22.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.22.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.22.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.22.ffn_down.weightQ3_K[2560, 960]
-
blk.22.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.22.ffn_norm.weightF32[960]
-
blk.22.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.23.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.23.attn_norm.weightF32[960]
-
blk.23.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.23.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.23.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.23.ffn_down.weightQ3_K[2560, 960]
-
blk.23.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.23.ffn_norm.weightF32[960]
-
blk.23.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.24.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.24.attn_norm.weightF32[960]
-
blk.24.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.24.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.24.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.24.ffn_down.weightQ3_K[2560, 960]
-
blk.24.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.24.ffn_norm.weightF32[960]
-
blk.24.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.25.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.25.attn_norm.weightF32[960]
-
blk.25.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.25.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.25.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.25.ffn_down.weightQ3_K[2560, 960]
-
blk.25.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.25.ffn_norm.weightF32[960]
-
blk.25.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.26.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.26.attn_norm.weightF32[960]
-
blk.26.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.26.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.26.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.26.ffn_down.weightQ3_K[2560, 960]
-
blk.26.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.26.ffn_norm.weightF32[960]
-
blk.26.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.27.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.27.attn_norm.weightF32[960]
-
blk.27.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.27.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.27.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.27.ffn_down.weightQ3_K[2560, 960]
-
blk.27.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.27.ffn_norm.weightF32[960]
-
blk.27.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.28.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.28.attn_norm.weightF32[960]
-
blk.28.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.28.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.28.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.28.ffn_down.weightQ3_K[2560, 960]
-
blk.28.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.28.ffn_norm.weightF32[960]
-
blk.28.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.29.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.29.attn_norm.weightF32[960]
-
blk.29.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.29.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.29.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.29.ffn_down.weightQ3_K[2560, 960]
-
blk.29.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.29.ffn_norm.weightF32[960]
-
blk.29.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.30.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.30.attn_norm.weightF32[960]
-
blk.30.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.30.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.30.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.30.ffn_down.weightQ3_K[2560, 960]
-
blk.30.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.30.ffn_norm.weightF32[960]
-
blk.30.ffn_up.weight(!unknown_type 20!)[960, 2560]
-
blk.31.attn_k.weight(!unknown_type 20!)[960, 320]
-
blk.31.attn_norm.weightF32[960]
-
blk.31.attn_output.weight(!unknown_type 20!)[960, 960]
-
blk.31.attn_q.weight(!unknown_type 20!)[960, 960]
-
blk.31.attn_v.weight(!unknown_type 20!)[960, 320]
-
blk.31.ffn_down.weightQ3_K[2560, 960]
-
blk.31.ffn_gate.weight(!unknown_type 20!)[960, 2560]
-
blk.31.ffn_norm.weightF32[960]
-
blk.31.ffn_up.weight(!unknown_type 20!)[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