milodule3/ LFM3-1.7B-aura-grounded:latest

13 5 days ago

Fine-tuned version of LiquidAI/LFM3-1.7B aligned with Direct Preference Optimization (DPO) to eliminate hallucinations in Retrieval-Augmented Generation (RAG) pipelines. Small language models (< 3B) often fail to admit when retrieved documents do not con

... /
model
c2ad2be3337d · 1.8GB
    Metadata
  • general.architecture
    lfm3
  • general.file_type
    Q8_0
  • lfm3.attention.head_count
    16
  • lfm3.attention.head_count_kv
    [0, 0, 4, 0, 4, ...]
  • lfm3.attention.key_length
    128
  • lfm3.attention.layer_norm_rms_epsilon
    1e-05
  • lfm3.attention.sliding_window
    256
  • lfm3.attention.sliding_window_pattern
    [false, false, false, false, true, ...]
  • lfm3.attention.value_length
    128
  • lfm3.block_count
    24
  • lfm3.context_length
    262144
  • lfm3.embedding_length
    2048
  • lfm3.feed_forward_length
    7680
  • lfm3.rope.dimension_count
    128
  • lfm3.rope.freq_base
    1e+06
  • lfm3.rope.freq_base_swa
    10000
  • lfm3.shortconv.l_cache
    7
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    124894
  • tokenizer.ggml.eos_token_id
    124900
  • tokenizer.ggml.merges
    [ĊĊĊĊĊĊĊĊĊ Ċ, ĊĊĊĊĊĊĊĊ ĊĊ, ĊĊĊĊĊĊĊ ĊĊĊ, ĊĊĊĊĊĊ ĊĊĊĊ, ĊĊĊĊĊ ĊĊĊĊĊ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    124893
  • tokenizer.ggml.pre
    lfm2
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [ĊĊĊĊĊĊĊĊĊĊ, ĊĊĊĊĊĊĊĊĊ, ĊĊĊĊĊĊĊĊ, ĊĊĊĊĊĊĊ, ĊĊĊĊĊĊ, ...]
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    Q8_0
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    F32
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    F32
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    Q8_0
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    F32
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    Q8_0
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    Q8_0
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    F32
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    Q8_0
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    Q8_0
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    F32
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    Q8_0
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    F32
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    F32
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    F32
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    F32
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