smollm2

SmolLM2 is a family of compact language models available in three size: 135M, 360M, and 1.7B parameters.

tools 135m 360m 1.7b

19.3K 3 weeks ago

49 Tags
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model
9ab1ce2cb2fa · 271MB
    Metadata
  • general.architecture
    llama
  • general.basename
    smollm2
  • general.file_type
    15
  • general.finetune
    8k-lc100k-mix1-ep2
  • general.languages
    [en]
  • general.license
    apache-2.0
  • general.name
    Smollm2 360M 8k Lc100K Mix1 Ep2
  • general.organization
    Loubnabnl
  • general.quantization_version
    2
  • general.size_label
    360M
  • general.type
    model
  • llama.attention.head_count
    15
  • llama.attention.head_count_kv
    5
  • llama.attention.layer_norm_rms_epsilon
    1e-05
  • llama.block_count
    32
  • llama.context_length
    8192
  • llama.embedding_length
    960
  • llama.feed_forward_length
    2560
  • llama.rope.dimension_count
    64
  • llama.rope.freq_base
    100000
  • llama.vocab_size
    49152
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_space_prefix
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    2
  • tokenizer.ggml.merges
    [Ġ t, Ġ a, i n, h e, Ġ Ġ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    2
  • tokenizer.ggml.pre
    smollm
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<|endoftext|>, <|im_start|>, <|im_end|>, <repo_name>, <reponame>, ...]
  • tokenizer.ggml.unknown_token_id
    0
    • Tensor
  • Name
    Type
    Shape
  • token_embd.weight
    Q8_0
    [960, 49152]
    • blk.0
  • blk.0.attn_k.weight
    Q5_0
    [960, 320]
  • blk.0.attn_norm.weight
    F32
    [960]
  • blk.0.attn_output.weight
    Q5_0
    [960, 960]
  • blk.0.attn_q.weight
    Q5_0
    [960, 960]
  • blk.0.attn_v.weight
    Q8_0
    [960, 320]
  • blk.0.ffn_down.weight
    Q6_K
    [2560, 960]
  • blk.0.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.0.ffn_norm.weight
    F32
    [960]
  • blk.0.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.1
  • blk.1.attn_k.weight
    Q5_0
    [960, 320]
  • blk.1.attn_norm.weight
    F32
    [960]
  • blk.1.attn_output.weight
    Q5_0
    [960, 960]
  • blk.1.attn_q.weight
    Q5_0
    [960, 960]
  • blk.1.attn_v.weight
    Q8_0
    [960, 320]
  • blk.1.ffn_down.weight
    Q6_K
    [2560, 960]
  • blk.1.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.1.ffn_norm.weight
    F32
    [960]
  • blk.1.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.2
  • blk.2.attn_k.weight
    Q5_0
    [960, 320]
  • blk.2.attn_norm.weight
    F32
    [960]
  • blk.2.attn_output.weight
    Q5_0
    [960, 960]
  • blk.2.attn_q.weight
    Q5_0
    [960, 960]
  • blk.2.attn_v.weight
    Q8_0
    [960, 320]
  • blk.2.ffn_down.weight
    Q6_K
    [2560, 960]
  • blk.2.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.2.ffn_norm.weight
    F32
    [960]
  • blk.2.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.3
  • blk.3.attn_k.weight
    Q5_0
    [960, 320]
  • blk.3.attn_norm.weight
    F32
    [960]
  • blk.3.attn_output.weight
    Q5_0
    [960, 960]
  • blk.3.attn_q.weight
    Q5_0
    [960, 960]
  • blk.3.attn_v.weight
    Q5_0
    [960, 320]
  • blk.3.ffn_down.weight
    Q4_K
    [2560, 960]
  • blk.3.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.3.ffn_norm.weight
    F32
    [960]
  • blk.3.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.4
  • blk.4.attn_k.weight
    Q5_0
    [960, 320]
  • blk.4.attn_norm.weight
    F32
    [960]
  • blk.4.attn_output.weight
    Q5_0
    [960, 960]
  • blk.4.attn_q.weight
    Q5_0
    [960, 960]
  • blk.4.attn_v.weight
    Q5_0
    [960, 320]
  • blk.4.ffn_down.weight
    Q4_K
    [2560, 960]
  • blk.4.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.4.ffn_norm.weight
    F32
    [960]
  • blk.4.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.5
  • blk.5.attn_k.weight
    Q5_0
    [960, 320]
  • blk.5.attn_norm.weight
    F32
    [960]
  • blk.5.attn_output.weight
    Q5_0
    [960, 960]
  • blk.5.attn_q.weight
    Q5_0
    [960, 960]
  • blk.5.attn_v.weight
    Q8_0
    [960, 320]
  • blk.5.ffn_down.weight
    Q6_K
    [2560, 960]
  • blk.5.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.5.ffn_norm.weight
    F32
    [960]
  • blk.5.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.6
  • blk.6.attn_k.weight
    Q5_0
    [960, 320]
  • blk.6.attn_norm.weight
    F32
    [960]
  • blk.6.attn_output.weight
    Q5_0
    [960, 960]
  • blk.6.attn_q.weight
    Q5_0
    [960, 960]
  • blk.6.attn_v.weight
    Q8_0
    [960, 320]
  • blk.6.ffn_down.weight
    Q6_K
    [2560, 960]
  • blk.6.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.6.ffn_norm.weight
    F32
    [960]
  • blk.6.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.7
  • blk.7.attn_k.weight
    Q5_0
    [960, 320]
  • blk.7.attn_norm.weight
    F32
    [960]
  • blk.7.attn_output.weight
    Q5_0
    [960, 960]
  • blk.7.attn_q.weight
    Q5_0
    [960, 960]
  • blk.7.attn_v.weight
    Q8_0
    [960, 320]
  • blk.7.ffn_down.weight
    Q6_K
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  • blk.7.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.7.ffn_norm.weight
    F32
    [960]
  • blk.7.ffn_up.weight
    Q5_0
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    • blk.8
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    Q5_0
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  • blk.8.attn_norm.weight
    F32
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  • blk.8.attn_output.weight
    Q5_0
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  • blk.8.attn_q.weight
    Q5_0
    [960, 960]
  • blk.8.attn_v.weight
    Q8_0
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  • blk.8.ffn_down.weight
    Q6_K
    [2560, 960]
  • blk.8.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.8.ffn_norm.weight
    F32
    [960]
  • blk.8.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.9
  • blk.9.attn_k.weight
    Q5_0
    [960, 320]
  • blk.9.attn_norm.weight
    F32
    [960]
  • blk.9.attn_output.weight
    Q5_0
    [960, 960]
  • blk.9.attn_q.weight
    Q5_0
    [960, 960]
  • blk.9.attn_v.weight
    Q8_0
    [960, 320]
  • blk.9.ffn_down.weight
    Q6_K
    [2560, 960]
  • blk.9.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.9.ffn_norm.weight
    F32
    [960]
  • blk.9.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.10
  • blk.10.attn_k.weight
    Q5_0
    [960, 320]
  • blk.10.attn_norm.weight
    F32
    [960]
  • blk.10.attn_output.weight
    Q5_0
    [960, 960]
  • blk.10.attn_q.weight
    Q5_0
    [960, 960]
  • blk.10.attn_v.weight
    Q8_0
    [960, 320]
  • blk.10.ffn_down.weight
    Q6_K
    [2560, 960]
  • blk.10.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.10.ffn_norm.weight
    F32
    [960]
  • blk.10.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.11
  • blk.11.attn_k.weight
    Q5_0
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  • blk.11.attn_norm.weight
    F32
    [960]
  • blk.11.attn_output.weight
    Q5_0
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  • blk.11.attn_q.weight
    Q5_0
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  • blk.11.attn_v.weight
    Q8_0
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  • blk.11.ffn_down.weight
    Q6_K
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  • blk.11.ffn_gate.weight
    Q5_0
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  • blk.11.ffn_norm.weight
    F32
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  • blk.11.ffn_up.weight
    Q5_0
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    Q5_0
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  • blk.12.attn_norm.weight
    F32
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  • blk.12.attn_output.weight
    Q5_0
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  • blk.12.attn_q.weight
    Q5_0
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  • blk.12.attn_v.weight
    Q5_0
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    Q4_K
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  • blk.12.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.12.ffn_norm.weight
    F32
    [960]
  • blk.12.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.13
  • blk.13.attn_k.weight
    Q5_0
    [960, 320]
  • blk.13.attn_norm.weight
    F32
    [960]
  • blk.13.attn_output.weight
    Q5_0
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  • blk.13.attn_q.weight
    Q5_0
    [960, 960]
  • blk.13.attn_v.weight
    Q5_0
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    Q4_K
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    Q5_0
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  • blk.13.ffn_norm.weight
    F32
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  • blk.13.ffn_up.weight
    Q5_0
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    Q5_0
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  • blk.14.attn_norm.weight
    F32
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  • blk.14.attn_output.weight
    Q5_0
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  • blk.14.attn_q.weight
    Q5_0
    [960, 960]
  • blk.14.attn_v.weight
    Q8_0
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  • blk.14.ffn_down.weight
    Q6_K
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  • blk.14.ffn_gate.weight
    Q5_0
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  • blk.14.ffn_norm.weight
    F32
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  • blk.14.ffn_up.weight
    Q5_0
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    • blk.15
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    Q5_0
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  • blk.15.attn_norm.weight
    F32
    [960]
  • blk.15.attn_output.weight
    Q5_0
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  • blk.15.attn_q.weight
    Q5_0
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  • blk.15.attn_v.weight
    Q5_0
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    Q4_K
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  • blk.15.ffn_gate.weight
    Q5_0
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  • blk.15.ffn_norm.weight
    F32
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  • blk.15.ffn_up.weight
    Q5_0
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    • blk.16
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    Q5_0
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    F32
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    Q5_0
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    Q5_0
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    Q5_0
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    Q4_K
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    Q5_0
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  • blk.16.ffn_norm.weight
    F32
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    Q5_0
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    Q5_0
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    F32
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    Q5_0
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    Q5_0
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    Q8_0
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    Q6_K
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    Q5_0
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    F32
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    Q5_0
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    Q5_0
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    F32
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    Q5_0
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    Q5_0
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    Q5_0
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    Q4_K
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  • blk.18.ffn_gate.weight
    Q5_0
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  • blk.18.ffn_norm.weight
    F32
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    Q5_0
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    • blk.19
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    Q5_0
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    F32
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    Q5_0
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    Q5_0
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    Q5_0
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    Q4_K
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    Q5_0
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    F32
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    F32
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    F32
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    Q5_0
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    F32
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    Q5_0
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    F32
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    Q5_0
    [960, 2560]
    • blk.27
  • blk.27.attn_k.weight
    Q5_0
    [960, 320]
  • blk.27.attn_norm.weight
    F32
    [960]
  • blk.27.attn_output.weight
    Q5_0
    [960, 960]
  • blk.27.attn_q.weight
    Q5_0
    [960, 960]
  • blk.27.attn_v.weight
    Q5_0
    [960, 320]
  • blk.27.ffn_down.weight
    Q4_K
    [2560, 960]
  • blk.27.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.27.ffn_norm.weight
    F32
    [960]
  • blk.27.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.28
  • blk.28.attn_k.weight
    Q5_0
    [960, 320]
  • blk.28.attn_norm.weight
    F32
    [960]
  • blk.28.attn_output.weight
    Q5_0
    [960, 960]
  • blk.28.attn_q.weight
    Q5_0
    [960, 960]
  • blk.28.attn_v.weight
    Q8_0
    [960, 320]
  • blk.28.ffn_down.weight
    Q6_K
    [2560, 960]
  • blk.28.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.28.ffn_norm.weight
    F32
    [960]
  • blk.28.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.29
  • blk.29.attn_k.weight
    Q5_0
    [960, 320]
  • blk.29.attn_norm.weight
    F32
    [960]
  • blk.29.attn_output.weight
    Q5_0
    [960, 960]
  • blk.29.attn_q.weight
    Q5_0
    [960, 960]
  • blk.29.attn_v.weight
    Q5_0
    [960, 320]
  • blk.29.ffn_down.weight
    Q4_K
    [2560, 960]
  • blk.29.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.29.ffn_norm.weight
    F32
    [960]
  • blk.29.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.30
  • blk.30.attn_k.weight
    Q5_0
    [960, 320]
  • blk.30.attn_norm.weight
    F32
    [960]
  • blk.30.attn_output.weight
    Q5_0
    [960, 960]
  • blk.30.attn_q.weight
    Q5_0
    [960, 960]
  • blk.30.attn_v.weight
    Q8_0
    [960, 320]
  • blk.30.ffn_down.weight
    Q6_K
    [2560, 960]
  • blk.30.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.30.ffn_norm.weight
    F32
    [960]
  • blk.30.ffn_up.weight
    Q5_0
    [960, 2560]
    • blk.31
  • blk.31.attn_k.weight
    Q5_0
    [960, 320]
  • blk.31.attn_norm.weight
    F32
    [960]
  • blk.31.attn_output.weight
    Q5_0
    [960, 960]
  • blk.31.attn_q.weight
    Q5_0
    [960, 960]
  • blk.31.attn_v.weight
    Q5_0
    [960, 320]
  • blk.31.ffn_down.weight
    Q4_K
    [2560, 960]
  • blk.31.ffn_gate.weight
    Q5_0
    [960, 2560]
  • blk.31.ffn_norm.weight
    F32
    [960]
  • blk.31.ffn_up.weight
    Q5_0
    [960, 2560]
  • output_norm.weight
    F32
    [960]