nowasys/ codeustad:latest

69 2 years ago

Codeustad, fine-tuned from CodeLlama by NowaSys S, is a smart coding assistant designed to enhance learning. It offers expert guidance, insightful explanations, and practical solutions for all levels of coding challenges, helping you improve your skills

3a43f93b78ec ยท 3.8GB
    Metadata
  • general.architecture
    llama
  • general.file_type
    Q4_0
  • llama.attention.head_count
    32
  • llama.attention.head_count_kv
    32
  • llama.attention.layer_norm_rms_epsilon
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  • llama.block_count
    32
  • llama.context_length
    16384
  • llama.embedding_length
    4096
  • llama.feed_forward_length
    11008
  • llama.rope.dimension_count
    128
  • llama.rope.freq_base
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  • tokenizer.ggml.bos_token_id
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  • tokenizer.ggml.eos_token_id
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  • tokenizer.ggml.model
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  • tokenizer.ggml.scores
    [0, 0, 0, 0, 0, ...]
  • tokenizer.ggml.token_type
    [2, 3, 3, 6, 6, ...]
  • tokenizer.ggml.tokens
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  • tokenizer.ggml.unknown_token_id
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    Q4_0
    [4096, 11008]
  • blk.27
  • blk.27.attn_k.weight
    Q4_0
    [4096, 4096]
  • blk.27.attn_norm.weight
    F32
    [4096]
  • blk.27.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.27.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.27.attn_v.weight
    Q4_0
    [4096, 4096]
  • blk.27.ffn_down.weight
    Q4_0
    [11008, 4096]
  • blk.27.ffn_gate.weight
    Q4_0
    [4096, 11008]
  • blk.27.ffn_norm.weight
    F32
    [4096]
  • blk.27.ffn_up.weight
    Q4_0
    [4096, 11008]
  • blk.28
  • blk.28.attn_k.weight
    Q4_0
    [4096, 4096]
  • blk.28.attn_norm.weight
    F32
    [4096]
  • blk.28.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.28.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.28.attn_v.weight
    Q4_0
    [4096, 4096]
  • blk.28.ffn_down.weight
    Q4_0
    [11008, 4096]
  • blk.28.ffn_gate.weight
    Q4_0
    [4096, 11008]
  • blk.28.ffn_norm.weight
    F32
    [4096]
  • blk.28.ffn_up.weight
    Q4_0
    [4096, 11008]
  • blk.29
  • blk.29.attn_k.weight
    Q4_0
    [4096, 4096]
  • blk.29.attn_norm.weight
    F32
    [4096]
  • blk.29.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.29.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.29.attn_v.weight
    Q4_0
    [4096, 4096]
  • blk.29.ffn_down.weight
    Q4_0
    [11008, 4096]
  • blk.29.ffn_gate.weight
    Q4_0
    [4096, 11008]
  • blk.29.ffn_norm.weight
    F32
    [4096]
  • blk.29.ffn_up.weight
    Q4_0
    [4096, 11008]
  • blk.30
  • blk.30.attn_k.weight
    Q4_0
    [4096, 4096]
  • blk.30.attn_norm.weight
    F32
    [4096]
  • blk.30.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.30.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.30.attn_v.weight
    Q4_0
    [4096, 4096]
  • blk.30.ffn_down.weight
    Q4_0
    [11008, 4096]
  • blk.30.ffn_gate.weight
    Q4_0
    [4096, 11008]
  • blk.30.ffn_norm.weight
    F32
    [4096]
  • blk.30.ffn_up.weight
    Q4_0
    [4096, 11008]
  • blk.31
  • blk.31.attn_k.weight
    Q4_0
    [4096, 4096]
  • blk.31.attn_norm.weight
    F32
    [4096]
  • blk.31.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.31.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.31.attn_v.weight
    Q4_0
    [4096, 4096]
  • blk.31.ffn_down.weight
    Q4_0
    [11008, 4096]
  • blk.31.ffn_gate.weight
    Q4_0
    [4096, 11008]
  • blk.31.ffn_norm.weight
    F32
    [4096]
  • blk.31.ffn_up.weight
    Q4_0
    [4096, 11008]
  • output.weight
    Q6_K
    [4096, 32016]
  • output_norm.weight
    F32
    [4096]