starcoder2

StarCoder2 is the next generation of transparently trained open code LLMs that comes in three sizes: 3B, 7B and 15B parameters.

Code 3B 7B

199.4K Pulls Updated yesterday

... /
model
28bfdfaeba9f · 1.7GB
    Metadata
  • general.architecture
    starcoder2
  • general.file_type
    Q4_0
  • general.quantization_version
    2
  • starcoder2.attention.head_count
    24
  • starcoder2.attention.head_count_kv
    2
  • starcoder2.attention.layer_norm_epsilon
    1e-05
  • starcoder2.block_count
    30
  • starcoder2.context_length
    16384
  • starcoder2.embedding_length
    3072
  • starcoder2.feed_forward_length
    12288
  • starcoder2.rope.freq_base
    999999.44
  • tokenizer.ggml.bos_token_id
    0
  • tokenizer.ggml.eos_token_id
    0
  • tokenizer.ggml.merges
    [Ġ Ġ ĠĠ ĠĠ ĠĠĠĠ ĠĠĠĠ ĠĠ Ġ e r ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.token_type
    [3 3 3 3 3 ...]
  • tokenizer.ggml.tokens
    [<|endoftext|> <fim_prefix> <fim_middle> <fim_suffix> <fim_pad> ...]
  • tokenizer.ggml.unknown_token_id
    0
    • Tensors
  • Name
    Type
    Shape
  • token_embd.weight
    Q4_0
    [3072 49152]
    • blk.0
  • blk.0.attn_norm.bias
    F32
    [3072]
  • blk.0.attn_norm.weight
    F32
    [3072]
  • blk.0.ffn_up.bias
    F32
    [12288]
  • blk.0.ffn_up.weight
    Q4_0
    [3072 12288]
  • blk.0.ffn_down.bias
    F32
    [3072]
  • blk.0.ffn_down.weight
    Q4_0
    [12288 3072]
  • blk.0.ffn_norm.bias
    F32
    [3072]
  • blk.0.ffn_norm.weight
    F32
    [3072]
  • blk.0.attn_k.bias
    F32
    [256]
  • blk.0.attn_k.weight
    Q4_0
    [3072 256]
  • blk.0.attn_output.bias
    F32
    [3072]
  • blk.0.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.0.attn_q.bias
    F32
    [3072]
  • blk.0.attn_q.weight
    Q4_0
    [3072 3072]
  • blk.0.attn_v.bias
    F32
    [256]
  • blk.0.attn_v.weight
    Q4_0
    [3072 256]
    • blk.1
  • blk.1.attn_norm.bias
    F32
    [3072]
  • blk.1.attn_norm.weight
    F32
    [3072]
  • blk.1.ffn_up.bias
    F32
    [12288]
  • blk.1.ffn_up.weight
    Q4_0
    [3072 12288]
  • blk.1.ffn_down.bias
    F32
    [3072]
  • blk.1.ffn_down.weight
    Q4_0
    [12288 3072]
  • blk.1.ffn_norm.bias
    F32
    [3072]
  • blk.1.ffn_norm.weight
    F32
    [3072]
  • blk.1.attn_k.bias
    F32
    [256]
  • blk.1.attn_k.weight
    Q4_0
    [3072 256]
  • blk.1.attn_output.bias
    F32
    [3072]
  • blk.1.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.1.attn_q.bias
    F32
    [3072]
  • blk.1.attn_q.weight
    Q4_0
    [3072 3072]
  • blk.1.attn_v.bias
    F32
    [256]
  • blk.1.attn_v.weight
    Q4_0
    [3072 256]
    • blk.2
  • blk.2.attn_norm.bias
    F32
    [3072]
  • blk.2.attn_norm.weight
    F32
    [3072]
  • blk.2.ffn_up.bias
    F32
    [12288]
  • blk.2.ffn_up.weight
    Q4_0
    [3072 12288]
  • blk.2.ffn_down.bias
    F32
    [3072]
  • blk.2.ffn_down.weight
    Q4_0
    [12288 3072]
  • blk.2.ffn_norm.bias
    F32
    [3072]
  • blk.2.ffn_norm.weight
    F32
    [3072]
  • blk.2.attn_k.bias
    F32
    [256]
  • blk.2.attn_k.weight
    Q4_0
    [3072 256]
  • blk.2.attn_output.bias
    F32
    [3072]
  • blk.2.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.2.attn_q.bias
    F32
    [3072]
  • blk.2.attn_q.weight
    Q4_0
    [3072 3072]
  • blk.2.attn_v.bias
    F32
    [256]
  • blk.2.attn_v.weight
    Q4_0
    [3072 256]
    • blk.3
  • blk.3.attn_norm.bias
    F32
    [3072]
  • blk.3.attn_norm.weight
    F32
    [3072]
  • blk.3.ffn_up.bias
    F32
    [12288]
  • blk.3.ffn_up.weight
    Q4_0
    [3072 12288]
  • blk.3.ffn_down.bias
    F32
    [3072]
  • blk.3.ffn_down.weight
    Q4_0
    [12288 3072]
  • blk.3.ffn_norm.bias
    F32
    [3072]
  • blk.3.ffn_norm.weight
    F32
    [3072]
  • blk.3.attn_k.bias
    F32
    [256]
  • blk.3.attn_k.weight
    Q4_0
    [3072 256]
  • blk.3.attn_output.bias
    F32
    [3072]
  • blk.3.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.3.attn_q.bias
    F32
    [3072]
  • blk.3.attn_q.weight
    Q4_0
    [3072 3072]
  • blk.3.attn_v.bias
    F32
    [256]
  • blk.3.attn_v.weight
    Q4_0
    [3072 256]
    • blk.4
  • blk.4.attn_norm.bias
    F32
    [3072]
  • blk.4.attn_norm.weight
    F32
    [3072]
  • blk.4.ffn_up.bias
    F32
    [12288]
  • blk.4.ffn_up.weight
    Q4_0
    [3072 12288]
  • blk.4.ffn_down.bias
    F32
    [3072]
  • blk.4.ffn_down.weight
    Q4_0
    [12288 3072]
  • blk.4.ffn_norm.bias
    F32
    [3072]
  • blk.4.ffn_norm.weight
    F32
    [3072]
  • blk.4.attn_k.bias
    F32
    [256]
  • blk.4.attn_k.weight
    Q4_0
    [3072 256]
  • blk.4.attn_output.bias
    F32
    [3072]
  • blk.4.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.4.attn_q.bias
    F32
    [3072]
  • blk.4.attn_q.weight
    Q4_0
    [3072 3072]
  • blk.4.attn_v.bias
    F32
    [256]
  • blk.4.attn_v.weight
    Q4_0
    [3072 256]
    • blk.5
  • blk.5.attn_norm.bias
    F32
    [3072]
  • blk.5.attn_norm.weight
    F32
    [3072]
  • blk.5.ffn_up.bias
    F32
    [12288]
  • blk.5.ffn_up.weight
    Q4_0
    [3072 12288]
  • blk.5.ffn_down.bias
    F32
    [3072]
  • blk.5.ffn_down.weight
    Q4_0
    [12288 3072]
  • blk.5.ffn_norm.bias
    F32
    [3072]
  • blk.5.ffn_norm.weight
    F32
    [3072]
  • blk.5.attn_k.bias
    F32
    [256]
  • blk.5.attn_k.weight
    Q4_0
    [3072 256]
  • blk.5.attn_output.bias
    F32
    [3072]
  • blk.5.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.5.attn_q.bias
    F32
    [3072]
  • blk.5.attn_q.weight
    Q4_0
    [3072 3072]
  • blk.5.attn_v.bias
    F32
    [256]
  • blk.5.attn_v.weight
    Q4_0
    [3072 256]
    • blk.6
  • blk.6.attn_norm.bias
    F32
    [3072]
  • blk.6.attn_norm.weight
    F32
    [3072]
  • blk.6.ffn_up.bias
    F32
    [12288]
  • blk.6.ffn_up.weight
    Q4_0
    [3072 12288]
  • blk.6.ffn_down.bias
    F32
    [3072]
  • blk.6.ffn_down.weight
    Q4_0
    [12288 3072]
  • blk.6.ffn_norm.bias
    F32
    [3072]
  • blk.6.ffn_norm.weight
    F32
    [3072]
  • blk.6.attn_k.bias
    F32
    [256]
  • blk.6.attn_k.weight
    Q4_0
    [3072 256]
  • blk.6.attn_output.bias
    F32
    [3072]
  • blk.6.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.6.attn_q.bias
    F32
    [3072]
  • blk.6.attn_q.weight
    Q4_0
    [3072 3072]
  • blk.6.attn_v.bias
    F32
    [256]
  • blk.6.attn_v.weight
    Q4_0
    [3072 256]
    • blk.7
  • blk.7.attn_norm.bias
    F32
    [3072]
  • blk.7.attn_norm.weight
    F32
    [3072]
  • blk.7.ffn_up.bias
    F32
    [12288]
  • blk.7.ffn_up.weight
    Q4_0
    [3072 12288]
  • blk.7.ffn_down.bias
    F32
    [3072]
  • blk.7.ffn_down.weight
    Q4_0
    [12288 3072]
  • blk.7.ffn_norm.bias
    F32
    [3072]
  • blk.7.ffn_norm.weight
    F32
    [3072]
  • blk.7.attn_k.bias
    F32
    [256]
  • blk.7.attn_k.weight
    Q4_0
    [3072 256]
  • blk.7.attn_output.bias
    F32
    [3072]
  • blk.7.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.7.attn_q.bias
    F32
    [3072]
  • blk.7.attn_q.weight
    Q4_0
    [3072 3072]
  • blk.7.attn_v.bias
    F32
    [256]
  • blk.7.attn_v.weight
    Q4_0
    [3072 256]
    • blk.8
  • blk.8.attn_norm.bias
    F32
    [3072]
  • blk.8.attn_norm.weight
    F32
    [3072]
  • blk.8.ffn_up.bias
    F32
    [12288]
  • blk.8.ffn_up.weight
    Q4_0
    [3072 12288]
  • blk.8.ffn_down.bias
    F32
    [3072]
  • blk.8.ffn_down.weight
    Q4_0
    [12288 3072]
  • blk.8.ffn_norm.bias
    F32
    [3072]
  • blk.8.ffn_norm.weight
    F32
    [3072]
  • blk.8.attn_k.bias
    F32
    [256]
  • blk.8.attn_k.weight
    Q4_0
    [3072 256]
  • blk.8.attn_output.bias
    F32
    [3072]
  • blk.8.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.8.attn_q.bias
    F32
    [3072]
  • blk.8.attn_q.weight
    Q4_0
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  • blk.8.attn_v.bias
    F32
    [256]
  • blk.8.attn_v.weight
    Q4_0
    [3072 256]
    • blk.9
  • blk.9.attn_norm.bias
    F32
    [3072]
  • blk.9.attn_norm.weight
    F32
    [3072]
  • blk.9.ffn_up.bias
    F32
    [12288]
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    Q4_0
    [3072 12288]
  • blk.9.ffn_down.bias
    F32
    [3072]
  • blk.9.ffn_down.weight
    Q4_0
    [12288 3072]
  • blk.9.ffn_norm.bias
    F32
    [3072]
  • blk.9.ffn_norm.weight
    F32
    [3072]
  • blk.9.attn_k.bias
    F32
    [256]
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    Q4_0
    [3072 256]
  • blk.9.attn_output.bias
    F32
    [3072]
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    Q4_0
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    F32
    [3072]
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    Q4_0
    [3072 3072]
  • blk.9.attn_v.bias
    F32
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    Q4_0
    [3072 256]
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  • blk.10.attn_norm.bias
    F32
    [3072]
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    F32
    [3072]
  • blk.10.ffn_up.bias
    F32
    [12288]
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    Q4_0
    [3072 12288]
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    F32
    [3072]
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    Q4_0
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    F32
    [3072]
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    F32
    [3072]
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    F32
    [256]
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    Q4_0
    [3072 256]
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    F32
    [3072]
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    Q4_0
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    F32
    [3072]
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    Q4_0
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    F32
    [256]
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    Q4_0
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  • blk.11.attn_norm.bias
    F32
    [3072]
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    F32
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    F32
    [12288]
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    Q4_0
    [3072 12288]
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    F32
    [3072]
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    Q4_0
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    F32
    [3072]
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    F32
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    F32
    [256]
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    Q4_0
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    F32
    [3072]
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    Q4_0
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    F32
    [3072]
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    Q4_0
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    F32
    [256]
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    Q4_0
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    F32
    [3072]
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    F32
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    F32
    [12288]
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    Q4_0
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    F32
    [3072]
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    Q4_0
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    F32
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    F32
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
    [3072]
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    Q4_0
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    F32
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    Q4_0
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    F32
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    F32
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    F32
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    F32
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    F32
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    F32
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    Q4_0
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