maternion/ LightOnOCR-3:0.8b-q8_0

174 6 days ago

Best OCR model. LightOnOCR-3 is our flagship OCR model family 4B, 1B, and 0.8B with layout, grounding, and visual understanding. We recommend the 4B for most OCR tasks.

vision tools thinking 0.8b 1b 4b
... /
model
b2955ffcce11 · 812MB
    Metadata
  • general.architecture
    qwen35
  • general.file_type
    Q8_0
  • qwen35.attention.head_count
    8
  • qwen35.attention.head_count_kv
    2
  • qwen35.attention.key_length
    256
  • qwen35.attention.layer_norm_rms_epsilon
    1e-06
  • qwen35.attention.recurrent_layers
    [true, true, true, false, true, ...]
  • qwen35.attention.value_length
    256
  • qwen35.block_count
    24
  • qwen35.context_length
    262144
  • qwen35.embedding_length
    1024
  • qwen35.feed_forward_length
    3584
  • qwen35.full_attention_interval
    4
  • qwen35.rope.dimension_count
    64
  • qwen35.rope.dimension_sections
    [11, 11, 10, 0]
  • qwen35.rope.freq_base
    1e+07
  • qwen35.ssm.conv_kernel
    4
  • qwen35.ssm.group_count
    16
  • qwen35.ssm.inner_size
    2048
  • qwen35.ssm.state_size
    128
  • qwen35.ssm.time_step_rank
    16
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.eos_token_id
    248046
  • tokenizer.ggml.merges
    [Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    248044
  • tokenizer.ggml.pre
    qwen35
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
  • mradermacher.convert_type
    hf
  • mradermacher.quantize_version
    2
  • mradermacher.quantized_at
    2026-10-09T08:53:59+02:00
  • mradermacher.quantized_by
    mradermacher
  • mradermacher.quantized_on
    back
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