lfm3-omni:2b-bf16

4,744 20 minutes ago

a single end-to-end model that understands text, images, video and audio, and answers in text and speech

vision tools audio 2b
... /
model
58a6d91f532e · 3.5GB
    Metadata
  • general.architecture
    lfm3
  • general.file_type
    BF16
  • 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
    128000
  • 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.chat_template.tts
    {%- set names = {"ar": "Arabic", "da": "Danish", "de": "German", "el": "Greek", "en": "American English", "en-us": "American English", "en-gb": "British English", "fi": "Finnish", "fr": "French", "he": "Hebrew", "it": "Italian", "ja": "Japanese", "ko": "Korean", "nl": "Dutch", "pl": "Polish", "pt": "Portuguese", "es": "Spanish", "sv": "Swedish", "tr": "Turkish", "zh": "Chinese"} -%}{%- set code = (language | lower) if language is defined and language else 'en' -%}{%- set lang = names[code] if code in names else language -%}{%- set v = (voice | lower) if voice is defined and voice and (voice | lower) in ['female', 'male'] else 'female' -%}{{- bos_token -}}{{- '<|im_start|>system\nPerform TTS in ' + lang + ' using a ' + v + ' voice.<|im_end|>\n' -}}{{- '<|im_start|>user\n' + messages[0]['content'] + '<|im_end|>\n' -}}{{- '<|im_start|>assistant\n<think></think><|audio_start|>' -}}
  • tokenizer.chat_templates
    [tts]
  • 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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