AKSHIT_05/ phi15:latest

65 5 months ago

A high-quality 8-bit (Q8_0) quantization of Microsoft's Phi-1.5 (1.3B). Optimized for local coding assistance and logical reasoning with a tiny 1.8GB memory footprint. Features custom stop tokens to prevent base-model hallucinations.

... /
model
d44836d19a32 · 1.5GB
    Metadata
  • general.architecture
    phi2
  • general.file_type
    Q8_0
  • phi2.attention.head_count
    32
  • phi2.attention.head_count_kv
    32
  • phi2.attention.layer_norm_epsilon
    1e-05
  • phi2.block_count
    24
  • phi2.context_length
    2048
  • phi2.embedding_length
    2048
  • phi2.feed_forward_length
    8192
  • phi2.rope.dimension_count
    32
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.bos_token_id
    50256
  • tokenizer.ggml.eos_token_id
    50256
  • tokenizer.ggml.merges
    [Ġ t, Ġ a, h e, i n, r e, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.pre
    phi-2
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
  • tokenizer.ggml.unknown_token_id
    50256
  • mradermacher.convert_type
    hf
  • mradermacher.quantize_version
    2
  • mradermacher.quantized_at
    2025-02-22T22:06:41+01:00
  • mradermacher.quantized_by
    mradermacher
  • mradermacher.quantized_on
    rain
    • Tensor
  • token_embd.weight
    Q8_0
    [2048, 51200]
    • blk.0
  • blk.0.attn_k.bias
    F32
    [2048]
  • blk.0.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.0.attn_norm.bias
    F32
    [2048]
  • blk.0.attn_norm.weight
    F32
    [2048]
  • blk.0.attn_output.bias
    F32
    [2048]
  • blk.0.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.0.attn_q.bias
    F32
    [2048]
  • blk.0.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.0.attn_v.bias
    F32
    [2048]
  • blk.0.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.0.ffn_down.bias
    F32
    [2048]
  • blk.0.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.0.ffn_up.bias
    F32
    [8192]
  • blk.0.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.1
  • blk.1.attn_k.bias
    F32
    [2048]
  • blk.1.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.1.attn_norm.bias
    F32
    [2048]
  • blk.1.attn_norm.weight
    F32
    [2048]
  • blk.1.attn_output.bias
    F32
    [2048]
  • blk.1.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.1.attn_q.bias
    F32
    [2048]
  • blk.1.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.1.attn_v.bias
    F32
    [2048]
  • blk.1.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.1.ffn_down.bias
    F32
    [2048]
  • blk.1.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.1.ffn_up.bias
    F32
    [8192]
  • blk.1.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.2
  • blk.2.attn_k.bias
    F32
    [2048]
  • blk.2.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.2.attn_norm.bias
    F32
    [2048]
  • blk.2.attn_norm.weight
    F32
    [2048]
  • blk.2.attn_output.bias
    F32
    [2048]
  • blk.2.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.2.attn_q.bias
    F32
    [2048]
  • blk.2.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.2.attn_v.bias
    F32
    [2048]
  • blk.2.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.2.ffn_down.bias
    F32
    [2048]
  • blk.2.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.2.ffn_up.bias
    F32
    [8192]
  • blk.2.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.3
  • blk.3.attn_k.bias
    F32
    [2048]
  • blk.3.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.3.attn_norm.bias
    F32
    [2048]
  • blk.3.attn_norm.weight
    F32
    [2048]
  • blk.3.attn_output.bias
    F32
    [2048]
  • blk.3.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.3.attn_q.bias
    F32
    [2048]
  • blk.3.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.3.attn_v.bias
    F32
    [2048]
  • blk.3.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.3.ffn_down.bias
    F32
    [2048]
  • blk.3.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.3.ffn_up.bias
    F32
    [8192]
  • blk.3.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.4
  • blk.4.attn_k.bias
    F32
    [2048]
  • blk.4.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.4.attn_norm.bias
    F32
    [2048]
  • blk.4.attn_norm.weight
    F32
    [2048]
  • blk.4.attn_output.bias
    F32
    [2048]
  • blk.4.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.4.attn_q.bias
    F32
    [2048]
  • blk.4.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.4.attn_v.bias
    F32
    [2048]
  • blk.4.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.4.ffn_down.bias
    F32
    [2048]
  • blk.4.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.4.ffn_up.bias
    F32
    [8192]
  • blk.4.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.5
  • blk.5.attn_k.bias
    F32
    [2048]
  • blk.5.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.5.attn_norm.bias
    F32
    [2048]
  • blk.5.attn_norm.weight
    F32
    [2048]
  • blk.5.attn_output.bias
    F32
    [2048]
  • blk.5.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.5.attn_q.bias
    F32
    [2048]
  • blk.5.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.5.attn_v.bias
    F32
    [2048]
  • blk.5.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.5.ffn_down.bias
    F32
    [2048]
  • blk.5.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.5.ffn_up.bias
    F32
    [8192]
  • blk.5.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.6
  • blk.6.attn_k.bias
    F32
    [2048]
  • blk.6.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.6.attn_norm.bias
    F32
    [2048]
  • blk.6.attn_norm.weight
    F32
    [2048]
  • blk.6.attn_output.bias
    F32
    [2048]
  • blk.6.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.6.attn_q.bias
    F32
    [2048]
  • blk.6.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.6.attn_v.bias
    F32
    [2048]
  • blk.6.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.6.ffn_down.bias
    F32
    [2048]
  • blk.6.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.6.ffn_up.bias
    F32
    [8192]
  • blk.6.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.7
  • blk.7.attn_k.bias
    F32
    [2048]
  • blk.7.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.7.attn_norm.bias
    F32
    [2048]
  • blk.7.attn_norm.weight
    F32
    [2048]
  • blk.7.attn_output.bias
    F32
    [2048]
  • blk.7.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.7.attn_q.bias
    F32
    [2048]
  • blk.7.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.7.attn_v.bias
    F32
    [2048]
  • blk.7.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.7.ffn_down.bias
    F32
    [2048]
  • blk.7.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.7.ffn_up.bias
    F32
    [8192]
  • blk.7.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.8
  • blk.8.attn_k.bias
    F32
    [2048]
  • blk.8.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.8.attn_norm.bias
    F32
    [2048]
  • blk.8.attn_norm.weight
    F32
    [2048]
  • blk.8.attn_output.bias
    F32
    [2048]
  • blk.8.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.8.attn_q.bias
    F32
    [2048]
  • blk.8.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.8.attn_v.bias
    F32
    [2048]
  • blk.8.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.8.ffn_down.bias
    F32
    [2048]
  • blk.8.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.8.ffn_up.bias
    F32
    [8192]
  • blk.8.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.9
  • blk.9.attn_k.bias
    F32
    [2048]
  • blk.9.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.9.attn_norm.bias
    F32
    [2048]
  • blk.9.attn_norm.weight
    F32
    [2048]
  • blk.9.attn_output.bias
    F32
    [2048]
  • blk.9.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.9.attn_q.bias
    F32
    [2048]
  • blk.9.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.9.attn_v.bias
    F32
    [2048]
  • blk.9.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.9.ffn_down.bias
    F32
    [2048]
  • blk.9.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.9.ffn_up.bias
    F32
    [8192]
  • blk.9.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.10
  • blk.10.attn_k.bias
    F32
    [2048]
  • blk.10.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.10.attn_norm.bias
    F32
    [2048]
  • blk.10.attn_norm.weight
    F32
    [2048]
  • blk.10.attn_output.bias
    F32
    [2048]
  • blk.10.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.10.attn_q.bias
    F32
    [2048]
  • blk.10.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.10.attn_v.bias
    F32
    [2048]
  • blk.10.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.10.ffn_down.bias
    F32
    [2048]
  • blk.10.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.10.ffn_up.bias
    F32
    [8192]
  • blk.10.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.11
  • blk.11.attn_k.bias
    F32
    [2048]
  • blk.11.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.11.attn_norm.bias
    F32
    [2048]
  • blk.11.attn_norm.weight
    F32
    [2048]
  • blk.11.attn_output.bias
    F32
    [2048]
  • blk.11.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.11.attn_q.bias
    F32
    [2048]
  • blk.11.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.11.attn_v.bias
    F32
    [2048]
  • blk.11.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.11.ffn_down.bias
    F32
    [2048]
  • blk.11.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.11.ffn_up.bias
    F32
    [8192]
  • blk.11.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.12
  • blk.12.attn_k.bias
    F32
    [2048]
  • blk.12.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.12.attn_norm.bias
    F32
    [2048]
  • blk.12.attn_norm.weight
    F32
    [2048]
  • blk.12.attn_output.bias
    F32
    [2048]
  • blk.12.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.12.attn_q.bias
    F32
    [2048]
  • blk.12.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.12.attn_v.bias
    F32
    [2048]
  • blk.12.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.12.ffn_down.bias
    F32
    [2048]
  • blk.12.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.12.ffn_up.bias
    F32
    [8192]
  • blk.12.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.13
  • blk.13.attn_k.bias
    F32
    [2048]
  • blk.13.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.13.attn_norm.bias
    F32
    [2048]
  • blk.13.attn_norm.weight
    F32
    [2048]
  • blk.13.attn_output.bias
    F32
    [2048]
  • blk.13.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.13.attn_q.bias
    F32
    [2048]
  • blk.13.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.13.attn_v.bias
    F32
    [2048]
  • blk.13.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.13.ffn_down.bias
    F32
    [2048]
  • blk.13.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.13.ffn_up.bias
    F32
    [8192]
  • blk.13.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.14
  • blk.14.attn_k.bias
    F32
    [2048]
  • blk.14.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.14.attn_norm.bias
    F32
    [2048]
  • blk.14.attn_norm.weight
    F32
    [2048]
  • blk.14.attn_output.bias
    F32
    [2048]
  • blk.14.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.14.attn_q.bias
    F32
    [2048]
  • blk.14.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.14.attn_v.bias
    F32
    [2048]
  • blk.14.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.14.ffn_down.bias
    F32
    [2048]
  • blk.14.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.14.ffn_up.bias
    F32
    [8192]
  • blk.14.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.15
  • blk.15.attn_k.bias
    F32
    [2048]
  • blk.15.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.15.attn_norm.bias
    F32
    [2048]
  • blk.15.attn_norm.weight
    F32
    [2048]
  • blk.15.attn_output.bias
    F32
    [2048]
  • blk.15.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.15.attn_q.bias
    F32
    [2048]
  • blk.15.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.15.attn_v.bias
    F32
    [2048]
  • blk.15.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.15.ffn_down.bias
    F32
    [2048]
  • blk.15.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.15.ffn_up.bias
    F32
    [8192]
  • blk.15.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.16
  • blk.16.attn_k.bias
    F32
    [2048]
  • blk.16.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.16.attn_norm.bias
    F32
    [2048]
  • blk.16.attn_norm.weight
    F32
    [2048]
  • blk.16.attn_output.bias
    F32
    [2048]
  • blk.16.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.16.attn_q.bias
    F32
    [2048]
  • blk.16.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.16.attn_v.bias
    F32
    [2048]
  • blk.16.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.16.ffn_down.bias
    F32
    [2048]
  • blk.16.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.16.ffn_up.bias
    F32
    [8192]
  • blk.16.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.17
  • blk.17.attn_k.bias
    F32
    [2048]
  • blk.17.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.17.attn_norm.bias
    F32
    [2048]
  • blk.17.attn_norm.weight
    F32
    [2048]
  • blk.17.attn_output.bias
    F32
    [2048]
  • blk.17.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.17.attn_q.bias
    F32
    [2048]
  • blk.17.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.17.attn_v.bias
    F32
    [2048]
  • blk.17.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.17.ffn_down.bias
    F32
    [2048]
  • blk.17.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.17.ffn_up.bias
    F32
    [8192]
  • blk.17.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.18
  • blk.18.attn_k.bias
    F32
    [2048]
  • blk.18.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.18.attn_norm.bias
    F32
    [2048]
  • blk.18.attn_norm.weight
    F32
    [2048]
  • blk.18.attn_output.bias
    F32
    [2048]
  • blk.18.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.18.attn_q.bias
    F32
    [2048]
  • blk.18.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.18.attn_v.bias
    F32
    [2048]
  • blk.18.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.18.ffn_down.bias
    F32
    [2048]
  • blk.18.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.18.ffn_up.bias
    F32
    [8192]
  • blk.18.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.19
  • blk.19.attn_k.bias
    F32
    [2048]
  • blk.19.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.19.attn_norm.bias
    F32
    [2048]
  • blk.19.attn_norm.weight
    F32
    [2048]
  • blk.19.attn_output.bias
    F32
    [2048]
  • blk.19.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.19.attn_q.bias
    F32
    [2048]
  • blk.19.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.19.attn_v.bias
    F32
    [2048]
  • blk.19.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.19.ffn_down.bias
    F32
    [2048]
  • blk.19.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.19.ffn_up.bias
    F32
    [8192]
  • blk.19.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.20
  • blk.20.attn_k.bias
    F32
    [2048]
  • blk.20.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.20.attn_norm.bias
    F32
    [2048]
  • blk.20.attn_norm.weight
    F32
    [2048]
  • blk.20.attn_output.bias
    F32
    [2048]
  • blk.20.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.20.attn_q.bias
    F32
    [2048]
  • blk.20.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.20.attn_v.bias
    F32
    [2048]
  • blk.20.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.20.ffn_down.bias
    F32
    [2048]
  • blk.20.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.20.ffn_up.bias
    F32
    [8192]
  • blk.20.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.21
  • blk.21.attn_k.bias
    F32
    [2048]
  • blk.21.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.21.attn_norm.bias
    F32
    [2048]
  • blk.21.attn_norm.weight
    F32
    [2048]
  • blk.21.attn_output.bias
    F32
    [2048]
  • blk.21.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.21.attn_q.bias
    F32
    [2048]
  • blk.21.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.21.attn_v.bias
    F32
    [2048]
  • blk.21.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.21.ffn_down.bias
    F32
    [2048]
  • blk.21.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.21.ffn_up.bias
    F32
    [8192]
  • blk.21.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.22
  • blk.22.attn_k.bias
    F32
    [2048]
  • blk.22.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.22.attn_norm.bias
    F32
    [2048]
  • blk.22.attn_norm.weight
    F32
    [2048]
  • blk.22.attn_output.bias
    F32
    [2048]
  • blk.22.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.22.attn_q.bias
    F32
    [2048]
  • blk.22.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.22.attn_v.bias
    F32
    [2048]
  • blk.22.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.22.ffn_down.bias
    F32
    [2048]
  • blk.22.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.22.ffn_up.bias
    F32
    [8192]
  • blk.22.ffn_up.weight
    Q8_0
    [2048, 8192]
    • blk.23
  • blk.23.attn_k.bias
    F32
    [2048]
  • blk.23.attn_k.weight
    Q8_0
    [2048, 2048]
  • blk.23.attn_norm.bias
    F32
    [2048]
  • blk.23.attn_norm.weight
    F32
    [2048]
  • blk.23.attn_output.bias
    F32
    [2048]
  • blk.23.attn_output.weight
    Q8_0
    [2048, 2048]
  • blk.23.attn_q.bias
    F32
    [2048]
  • blk.23.attn_q.weight
    Q8_0
    [2048, 2048]
  • blk.23.attn_v.bias
    F32
    [2048]
  • blk.23.attn_v.weight
    Q8_0
    [2048, 2048]
  • blk.23.ffn_down.bias
    F32
    [2048]
  • blk.23.ffn_down.weight
    Q8_0
    [8192, 2048]
  • blk.23.ffn_up.bias
    F32
    [8192]
  • blk.23.ffn_up.weight
    Q8_0
    [2048, 8192]
  • output.bias
    F32
    [51200]
  • output.weight
    Q8_0
    [2048, 51200]
  • output_norm.bias
    F32
    [2048]
  • output_norm.weight
    F32
    [2048]