Text Generation
GGUF
TensorBlock
GGUF
Eval Results
bloom-3b-GGUF / README.md
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metadata
license: bigscience-bloom-rail-1.0
language:
  - ak
  - ar
  - as
  - bm
  - bn
  - ca
  - code
  - en
  - es
  - eu
  - fon
  - fr
  - gu
  - hi
  - id
  - ig
  - ki
  - kn
  - lg
  - ln
  - ml
  - mr
  - ne
  - nso
  - ny
  - or
  - pa
  - pt
  - rn
  - rw
  - sn
  - st
  - sw
  - ta
  - te
  - tn
  - ts
  - tum
  - tw
  - ur
  - vi
  - wo
  - xh
  - yo
  - zh
  - zhs
  - zht
  - zu
pipeline_tag: text-generation
tags:
  - TensorBlock
  - GGUF
base_model: bigscience/bloom-3b
model-index:
  - name: bloom
    results:
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: arc_challenge
          type: arc_challenge
        metrics:
          - type: acc
            value: 0.27986348122866894
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: arc_easy
          type: arc_easy
        metrics:
          - type: acc
            value: 0.5946969696969697
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: axb
          type: axb
        metrics:
          - type: acc
            value: 0.4433876811594203
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: axg
          type: axg
        metrics:
          - type: acc
            value: 0.5
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: boolq
          type: boolq
        metrics:
          - type: acc
            value: 0.6165137614678899
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: cb
          type: cb
        metrics:
          - type: acc
            value: 0.30357142857142855
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: cola
          type: cola
        metrics:
          - type: acc
            value: 0.610738255033557
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: copa
          type: copa
        metrics:
          - type: acc
            value: 0.63
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: crows_pairs_english
          type: crows_pairs_english
        metrics:
          - type: acc
            value: 0.4973166368515206
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: crows_pairs_french
          type: crows_pairs_french
        metrics:
          - type: acc
            value: 0.5032796660703638
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: diabla
          type: diabla
        metrics:
          - type: acc
            value: 0.28888308977035493
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_afr
          type: gsarti/flores_101_afr
        metrics:
          - type: byte_perplexity
            value: 6.500798737976343
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_amh
          type: gsarti/flores_101_amh
        metrics:
          - type: byte_perplexity
            value: 3.9726863338897145
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ara
          type: gsarti/flores_101_ara
        metrics:
          - type: byte_perplexity
            value: 1.8083841089875814
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_asm
          type: gsarti/flores_101_asm
        metrics:
          - type: byte_perplexity
            value: 5.699102962086425
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ast
          type: gsarti/flores_101_ast
        metrics:
          - type: byte_perplexity
            value: 3.9252047073429384
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_azj
          type: gsarti/flores_101_azj
        metrics:
          - type: byte_perplexity
            value: 6.942805054270002
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_bel
          type: gsarti/flores_101_bel
        metrics:
          - type: byte_perplexity
            value: 3.614136245847082
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ben
          type: gsarti/flores_101_ben
        metrics:
          - type: byte_perplexity
            value: 5.121491534300969
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_bos
          type: gsarti/flores_101_bos
        metrics:
          - type: byte_perplexity
            value: 5.653353469118798
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_bul
          type: gsarti/flores_101_bul
        metrics:
          - type: byte_perplexity
            value: 2.7014693938055068
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_cat
          type: gsarti/flores_101_cat
        metrics:
          - type: byte_perplexity
            value: 2.305190041967345
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ceb
          type: gsarti/flores_101_ceb
        metrics:
          - type: byte_perplexity
            value: 6.291000321323428
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ces
          type: gsarti/flores_101_ces
        metrics:
          - type: byte_perplexity
            value: 5.447322753586386
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ckb
          type: gsarti/flores_101_ckb
        metrics:
          - type: byte_perplexity
            value: 3.7255124939234765
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_cym
          type: gsarti/flores_101_cym
        metrics:
          - type: byte_perplexity
            value: 12.539424151448149
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_dan
          type: gsarti/flores_101_dan
        metrics:
          - type: byte_perplexity
            value: 5.183309001005672
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_deu
          type: gsarti/flores_101_deu
        metrics:
          - type: byte_perplexity
            value: 3.1180422286591347
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ell
          type: gsarti/flores_101_ell
        metrics:
          - type: byte_perplexity
            value: 2.467943456164706
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_eng
          type: gsarti/flores_101_eng
        metrics:
          - type: byte_perplexity
            value: 2.018740628193298
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_est
          type: gsarti/flores_101_est
        metrics:
          - type: byte_perplexity
            value: 9.11654425176368
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_fas
          type: gsarti/flores_101_fas
        metrics:
          - type: byte_perplexity
            value: 3.058009097116482
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_fin
          type: gsarti/flores_101_fin
        metrics:
          - type: byte_perplexity
            value: 6.847047959628553
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_fra
          type: gsarti/flores_101_fra
        metrics:
          - type: byte_perplexity
            value: 1.9975177011840075
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ful
          type: gsarti/flores_101_ful
        metrics:
          - type: byte_perplexity
            value: 11.465912731488828
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_gle
          type: gsarti/flores_101_gle
        metrics:
          - type: byte_perplexity
            value: 8.681491663539422
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_glg
          type: gsarti/flores_101_glg
        metrics:
          - type: byte_perplexity
            value: 3.029991089015508
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_guj
          type: gsarti/flores_101_guj
        metrics:
          - type: byte_perplexity
            value: 4.955224230286231
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_hau
          type: gsarti/flores_101_hau
        metrics:
          - type: byte_perplexity
            value: 10.758347356372159
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_heb
          type: gsarti/flores_101_heb
        metrics:
          - type: byte_perplexity
            value: 3.6004478129801667
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_hin
          type: gsarti/flores_101_hin
        metrics:
          - type: byte_perplexity
            value: 4.712530650588064
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_hrv
          type: gsarti/flores_101_hrv
        metrics:
          - type: byte_perplexity
            value: 5.822418943372185
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_hun
          type: gsarti/flores_101_hun
        metrics:
          - type: byte_perplexity
            value: 6.440482646965992
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_hye
          type: gsarti/flores_101_hye
        metrics:
          - type: byte_perplexity
            value: 3.657718918347166
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ibo
          type: gsarti/flores_101_ibo
        metrics:
          - type: byte_perplexity
            value: 5.564814003872672
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ind
          type: gsarti/flores_101_ind
        metrics:
          - type: byte_perplexity
            value: 2.1597101468869373
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_isl
          type: gsarti/flores_101_isl
        metrics:
          - type: byte_perplexity
            value: 8.082349269518136
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ita
          type: gsarti/flores_101_ita
        metrics:
          - type: byte_perplexity
            value: 2.9687591414176207
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_jav
          type: gsarti/flores_101_jav
        metrics:
          - type: byte_perplexity
            value: 7.0573805415708994
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_jpn
          type: gsarti/flores_101_jpn
        metrics:
          - type: byte_perplexity
            value: 2.7758864197116933
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_kam
          type: gsarti/flores_101_kam
        metrics:
          - type: byte_perplexity
            value: 11.072949642861332
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_kan
          type: gsarti/flores_101_kan
        metrics:
          - type: byte_perplexity
            value: 5.551730651007082
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_kat
          type: gsarti/flores_101_kat
        metrics:
          - type: byte_perplexity
            value: 2.522630524283745
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_kaz
          type: gsarti/flores_101_kaz
        metrics:
          - type: byte_perplexity
            value: 3.3901748516975574
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_kea
          type: gsarti/flores_101_kea
        metrics:
          - type: byte_perplexity
            value: 8.918534182590863
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_kir
          type: gsarti/flores_101_kir
        metrics:
          - type: byte_perplexity
            value: 3.729278369847201
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_kor
          type: gsarti/flores_101_kor
        metrics:
          - type: byte_perplexity
            value: 3.932884847226212
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_lao
          type: gsarti/flores_101_lao
        metrics:
          - type: byte_perplexity
            value: 2.9077314760849924
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_lav
          type: gsarti/flores_101_lav
        metrics:
          - type: byte_perplexity
            value: 7.777221919194806
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_lin
          type: gsarti/flores_101_lin
        metrics:
          - type: byte_perplexity
            value: 7.524842908050988
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_lit
          type: gsarti/flores_101_lit
        metrics:
          - type: byte_perplexity
            value: 7.369179434621725
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ltz
          type: gsarti/flores_101_ltz
        metrics:
          - type: byte_perplexity
            value: 8.801059747949214
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_lug
          type: gsarti/flores_101_lug
        metrics:
          - type: byte_perplexity
            value: 8.483203026364786
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_luo
          type: gsarti/flores_101_luo
        metrics:
          - type: byte_perplexity
            value: 11.975963093623681
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_mal
          type: gsarti/flores_101_mal
        metrics:
          - type: byte_perplexity
            value: 4.615948455160037
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_mar
          type: gsarti/flores_101_mar
        metrics:
          - type: byte_perplexity
            value: 5.483253482821379
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_mkd
          type: gsarti/flores_101_mkd
        metrics:
          - type: byte_perplexity
            value: 2.9656732291754087
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_mlt
          type: gsarti/flores_101_mlt
        metrics:
          - type: byte_perplexity
            value: 15.004773437665275
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_mon
          type: gsarti/flores_101_mon
        metrics:
          - type: byte_perplexity
            value: 3.410598542315402
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_mri
          type: gsarti/flores_101_mri
        metrics:
          - type: byte_perplexity
            value: 7.474035895661322
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_msa
          type: gsarti/flores_101_msa
        metrics:
          - type: byte_perplexity
            value: 2.5710001772665634
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_mya
          type: gsarti/flores_101_mya
        metrics:
          - type: byte_perplexity
            value: 2.413577969878331
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_nld
          type: gsarti/flores_101_nld
        metrics:
          - type: byte_perplexity
            value: 4.127831721885065
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_nob
          type: gsarti/flores_101_nob
        metrics:
          - type: byte_perplexity
            value: 5.402763169129877
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_npi
          type: gsarti/flores_101_npi
        metrics:
          - type: byte_perplexity
            value: 5.199342701937889
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_nso
          type: gsarti/flores_101_nso
        metrics:
          - type: byte_perplexity
            value: 8.154626800955667
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_nya
          type: gsarti/flores_101_nya
        metrics:
          - type: byte_perplexity
            value: 8.179860208369393
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_oci
          type: gsarti/flores_101_oci
        metrics:
          - type: byte_perplexity
            value: 4.8617357393685845
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_orm
          type: gsarti/flores_101_orm
        metrics:
          - type: byte_perplexity
            value: 12.911595421079408
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ory
          type: gsarti/flores_101_ory
        metrics:
          - type: byte_perplexity
            value: 5.189421861225964
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_pan
          type: gsarti/flores_101_pan
        metrics:
          - type: byte_perplexity
            value: 4.698477289331806
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_pol
          type: gsarti/flores_101_pol
        metrics:
          - type: byte_perplexity
            value: 4.625550458479643
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_por
          type: gsarti/flores_101_por
        metrics:
          - type: byte_perplexity
            value: 1.9754515986213523
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_pus
          type: gsarti/flores_101_pus
        metrics:
          - type: byte_perplexity
            value: 4.4963371422771585
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ron
          type: gsarti/flores_101_ron
        metrics:
          - type: byte_perplexity
            value: 4.965456830031304
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_rus
          type: gsarti/flores_101_rus
        metrics:
          - type: byte_perplexity
            value: 2.0498020542445303
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_slk
          type: gsarti/flores_101_slk
        metrics:
          - type: byte_perplexity
            value: 6.450822127057479
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_slv
          type: gsarti/flores_101_slv
        metrics:
          - type: byte_perplexity
            value: 6.620252120186232
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_sna
          type: gsarti/flores_101_sna
        metrics:
          - type: byte_perplexity
            value: 8.462166771382726
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_snd
          type: gsarti/flores_101_snd
        metrics:
          - type: byte_perplexity
            value: 5.466066951221973
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_som
          type: gsarti/flores_101_som
        metrics:
          - type: byte_perplexity
            value: 11.95918054093392
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_spa
          type: gsarti/flores_101_spa
        metrics:
          - type: byte_perplexity
            value: 1.8965140104323535
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_srp
          type: gsarti/flores_101_srp
        metrics:
          - type: byte_perplexity
            value: 2.871214785885079
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_swe
          type: gsarti/flores_101_swe
        metrics:
          - type: byte_perplexity
            value: 5.054972008155866
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_swh
          type: gsarti/flores_101_swh
        metrics:
          - type: byte_perplexity
            value: 3.6973091886730676
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_tam
          type: gsarti/flores_101_tam
        metrics:
          - type: byte_perplexity
            value: 4.539493400469833
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_tel
          type: gsarti/flores_101_tel
        metrics:
          - type: byte_perplexity
            value: 5.807499987508966
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_tgk
          type: gsarti/flores_101_tgk
        metrics:
          - type: byte_perplexity
            value: 3.5994818827380426
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_tgl
          type: gsarti/flores_101_tgl
        metrics:
          - type: byte_perplexity
            value: 5.667053833119858
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_tha
          type: gsarti/flores_101_tha
        metrics:
          - type: byte_perplexity
            value: 2.365940201944242
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_tur
          type: gsarti/flores_101_tur
        metrics:
          - type: byte_perplexity
            value: 4.885014749844601
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_ukr
          type: gsarti/flores_101_ukr
        metrics:
          - type: byte_perplexity
            value: 2.7240934990288483
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_umb
          type: gsarti/flores_101_umb
        metrics:
          - type: byte_perplexity
            value: 12.766915508610673
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_urd
          type: gsarti/flores_101_urd
        metrics:
          - type: byte_perplexity
            value: 1.9797467071381232
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_uzb
          type: gsarti/flores_101_uzb
        metrics:
          - type: byte_perplexity
            value: 12.002337637722146
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_vie
          type: gsarti/flores_101_vie
        metrics:
          - type: byte_perplexity
            value: 1.76578415476397
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_wol
          type: gsarti/flores_101_wol
        metrics:
          - type: byte_perplexity
            value: 9.144285650306488
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_xho
          type: gsarti/flores_101_xho
        metrics:
          - type: byte_perplexity
            value: 7.403240538286952
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_yor
          type: gsarti/flores_101_yor
        metrics:
          - type: byte_perplexity
            value: 5.91272037551173
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_zho_simpl
          type: gsarti/flores_101_zho_simpl
        metrics:
          - type: byte_perplexity
            value: 2.2769070822768533
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_zho_trad
          type: gsarti/flores_101_zho_trad
        metrics:
          - type: byte_perplexity
            value: 2.5180582198242383
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: gsarti/flores_101_zul
          type: gsarti/flores_101_zul
        metrics:
          - type: byte_perplexity
            value: 8.53353320693145
            name: byte_perplexity
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: headqa
          type: headqa
        metrics:
          - type: acc
            value: 0.26440554339897887
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: hellaswag
          type: hellaswag
        metrics:
          - type: acc
            value: 0.41236805417247563
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: logiqa
          type: logiqa
        metrics:
          - type: acc
            value: 0.2073732718894009
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: mathqa
          type: mathqa
        metrics:
          - type: acc
            value: 0.24958123953098826
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: mc_taco
          type: mc_taco
        metrics:
          - type: em
            value: 0.11936936936936937
            name: em
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: mnli
          type: mnli
        metrics:
          - type: acc
            value: 0.35496688741721855
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: mnli_mismatched
          type: mnli_mismatched
        metrics:
          - type: acc
            value: 0.35211554109031734
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: mrpc
          type: mrpc
        metrics:
          - type: acc
            value: 0.5857843137254902
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: multirc
          type: multirc
        metrics:
          - type: acc
            value: 0.5375412541254125
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: openbookqa
          type: openbookqa
        metrics:
          - type: acc
            value: 0.216
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: piqa
          type: piqa
        metrics:
          - type: acc
            value: 0.7078346028291621
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: prost
          type: prost
        metrics:
          - type: acc
            value: 0.22683603757472245
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: pubmedqa
          type: pubmedqa
        metrics:
          - type: acc
            value: 0.616
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: qnli
          type: qnli
        metrics:
          - type: acc
            value: 0.5072304594545122
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: qqp
          type: qqp
        metrics:
          - type: acc
            value: 0.3842443729903537
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: race
          type: race
        metrics:
          - type: acc
            value: 0.3521531100478469
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: rte
          type: rte
        metrics:
          - type: acc
            value: 0.47653429602888087
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: sciq
          type: sciq
        metrics:
          - type: acc
            value: 0.892
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: sst
          type: sst
        metrics:
          - type: acc
            value: 0.5177752293577982
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: triviaqa
          type: triviaqa
        metrics:
          - type: acc
            value: 0.041633518960487934
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: tydiqa_primary
          type: tydiqa_primary
        metrics:
          - type: acc
            value: 0.3011337608795236
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: webqs
          type: webqs
        metrics:
          - type: acc
            value: 0.01673228346456693
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: wic
          type: wic
        metrics:
          - type: acc
            value: 0.5015673981191222
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: winogrande
          type: winogrande
        metrics:
          - type: acc
            value: 0.5864246250986582
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: wnli
          type: wnli
        metrics:
          - type: acc
            value: 0.471830985915493
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: wsc
          type: wsc
        metrics:
          - type: acc
            value: 0.4423076923076923
            name: acc
            verified: false
      - task:
          type: text-generation
          name: text generation
        dataset:
          name: humaneval
          type: humaneval
        metrics:
          - type: pass@1
            value: 0.15524390243902436
            name: pass@1
            verified: false
          - type: pass@10
            value: 0.3220367632383857
            name: pass@10
            verified: false
          - type: pass@100
            value: 0.5545431515723145
            name: pass@100
            verified: false
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bigscience/bloom-3b - GGUF

This repo contains GGUF format model files for bigscience/bloom-3b.

The files were quantized using machines provided by TensorBlock, and they are compatible with llama.cpp as of commit b4011.

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## Prompt template

Model file specification

Filename Quant type File Size Description
bloom-3b-Q2_K.gguf Q2_K 1.516 GB smallest, significant quality loss - not recommended for most purposes
bloom-3b-Q3_K_S.gguf Q3_K_S 1.707 GB very small, high quality loss
bloom-3b-Q3_K_M.gguf Q3_K_M 1.905 GB very small, high quality loss
bloom-3b-Q3_K_L.gguf Q3_K_L 2.016 GB small, substantial quality loss
bloom-3b-Q4_0.gguf Q4_0 2.079 GB legacy; small, very high quality loss - prefer using Q3_K_M
bloom-3b-Q4_K_S.gguf Q4_K_S 2.088 GB small, greater quality loss
bloom-3b-Q4_K_M.gguf Q4_K_M 2.235 GB medium, balanced quality - recommended
bloom-3b-Q5_0.gguf Q5_0 2.428 GB legacy; medium, balanced quality - prefer using Q4_K_M
bloom-3b-Q5_K_S.gguf Q5_K_S 2.428 GB large, low quality loss - recommended
bloom-3b-Q5_K_M.gguf Q5_K_M 2.546 GB large, very low quality loss - recommended
bloom-3b-Q6_K.gguf Q6_K 2.799 GB very large, extremely low quality loss
bloom-3b-Q8_0.gguf Q8_0 3.621 GB very large, extremely low quality loss - not recommended

Downloading instruction

Command line

Firstly, install Huggingface Client

pip install -U "huggingface_hub[cli]"

Then, downoad the individual model file the a local directory

huggingface-cli download tensorblock/bloom-3b-GGUF --include "bloom-3b-Q2_K.gguf" --local-dir MY_LOCAL_DIR

If you wanna download multiple model files with a pattern (e.g., *Q4_K*gguf), you can try:

huggingface-cli download tensorblock/bloom-3b-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'