ahmadwaqar/ holo-3.1:4b-thinking-q4

227 1 week ago

Holo-3.1 vision-language computer-use agents by H Company. Locate UI elements and drive web, desktop & mobile automation from a screenshot — returns clicks in normalized [0,1000] coords. 0.8B & 4B, instruct & thinking variants, Q4_K_M/Q8_0. Apache 2.0.

vision tools 0.8b 4b
... /
model
2bebb0dd6667 · 3.1GB
    Metadata
  • general.architecture
    qwen35
  • general.file_type
    Q4_K_M
  • qwen35.attention.head_count
    16
  • qwen35.attention.head_count_kv
    4
  • qwen35.attention.key_length
    256
  • qwen35.attention.layer_norm_rms_epsilon
    1e-06
  • qwen35.attention.value_length
    256
  • qwen35.block_count
    32
  • qwen35.context_length
    262144
  • qwen35.embedding_length
    2560
  • qwen35.feed_forward_length
    9216
  • 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
    4096
  • qwen35.ssm.state_size
    128
  • qwen35.ssm.time_step_rank
    32
  • tokenizer.ggml.add_bos_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
    [!, ", #, $, %, ...]
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