granite4:small-h

4,051 22 hours ago

Granite 4 features improved instruction following (IF) and tool-calling capabilities, making them more effective in enterprise applications.

tools
... /
model
1153a8cd1dae · 19GB
    Metadata
  • general.architecture
    granitehybrid
  • general.file_type
    Q4_K_M
  • granitehybrid.attention.head_count
    32
  • granitehybrid.attention.head_count_kv
    [0, 0, 0, 0, 0, ...]
  • granitehybrid.attention.layer_norm_rms_epsilon
    1e-05
  • granitehybrid.attention.scale
    0.0078125
  • granitehybrid.block_count
    40
  • granitehybrid.context_length
    1048576
  • granitehybrid.embedding_length
    4096
  • granitehybrid.embedding_scale
    12
  • granitehybrid.expert_count
    72
  • granitehybrid.expert_shared_feed_forward_length
    1536
  • granitehybrid.expert_used_count
    10
  • granitehybrid.feed_forward_length
    768
  • granitehybrid.logit_scale
    16
  • granitehybrid.residual_scale
    0.22
  • granitehybrid.rope.dimension_count
    128
  • granitehybrid.rope.freq_base
    10000
  • granitehybrid.rope.scaling.finetuned
    false
  • granitehybrid.ssm.conv_kernel
    4
  • granitehybrid.ssm.group_count
    1
  • granitehybrid.ssm.inner_size
    8192
  • granitehybrid.ssm.state_size
    128
  • granitehybrid.ssm.time_step_rank
    128
  • granitehybrid.vocab_size
    100352
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.bos_token_id
    100257
  • tokenizer.ggml.eos_token_id
    100257
  • tokenizer.ggml.merges
    [Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    100256
  • tokenizer.ggml.pre
    dbrx
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
  • tokenizer.ggml.unknown_token_id
    100269
    • Tensor
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