Lambent / danube2-upscale-1.7

huggingface.co
Total runs: 165
24-hour runs: 8
7-day runs: 22
30-day runs: 151
Model's Last Updated: April 22 2024
text-generation

Introduction of danube2-upscale-1.7

Model Details of danube2-upscale-1.7

eq90parsedanube

This is a merge of pre-trained language models created using mergekit .

First one that's shown promising capability improvement over the base model h2o-danube2-1.8b-base .

Training methodology ... is a bit of a mess, trying out different things. I'm adding the datasets used at any point, but I don't think replicating the recipe is doable or sensible.

Original upscale at Lambent/danube2-upscale-1, duplicating layers 16-21. Various training methods attempted to repair. Linear merge is of the 4 that were at least 90% parseable by the EQ-Bench benchmark.

Model AGIEval GPT4All TruthfulQA Bigbench Average
danube2-upscale-1.7 27.97 62.16 42.2 32.2 41.13
Model EQ-Bench Average
danube2-upscale-1.7 15.52 15.52
EQ-Bench
Task Version Metric Value Stderr
eq_bench 2.1 eqbench,none 15.52
eqbench_stderr,none 2.77
percent_parseable,none 100
percent_parseable_stderr,none 0
alias eq_bench

Average: 15.52%

Average score: 15.52%

Merge Details
Merge Method

This model was merged using the linear merge method.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: Lambent/danube2-upscale-1.531qlora
    parameters:
      weight: 1.0
  - model: Lambent/danube2-upscale-1.53lisa
    parameters:
      weight: 1.0
  - model: Lambent/danube2-upscale-1.51galore
    parameters:
      weight: 1.0
  - model: Lambent/danube2-upscale-1.51qlora
    parameters:
      weight: 1.0
merge_method: linear
dtype: float16

Runs of Lambent danube2-upscale-1.7 on huggingface.co

165
Total runs
8
24-hour runs
8
3-day runs
22
7-day runs
151
30-day runs

More Information About danube2-upscale-1.7 huggingface.co Model

More danube2-upscale-1.7 license Visit here:

https://choosealicense.com/licenses/apache-2.0

danube2-upscale-1.7 huggingface.co

danube2-upscale-1.7 huggingface.co is an AI model on huggingface.co that provides danube2-upscale-1.7's model effect (), which can be used instantly with this Lambent danube2-upscale-1.7 model. huggingface.co supports a free trial of the danube2-upscale-1.7 model, and also provides paid use of the danube2-upscale-1.7. Support call danube2-upscale-1.7 model through api, including Node.js, Python, http.

danube2-upscale-1.7 huggingface.co Url

https://huggingface.co/Lambent/danube2-upscale-1.7

Lambent danube2-upscale-1.7 online free

danube2-upscale-1.7 huggingface.co is an online trial and call api platform, which integrates danube2-upscale-1.7's modeling effects, including api services, and provides a free online trial of danube2-upscale-1.7, you can try danube2-upscale-1.7 online for free by clicking the link below.

Lambent danube2-upscale-1.7 online free url in huggingface.co:

https://huggingface.co/Lambent/danube2-upscale-1.7

danube2-upscale-1.7 install

danube2-upscale-1.7 is an open source model from GitHub that offers a free installation service, and any user can find danube2-upscale-1.7 on GitHub to install. At the same time, huggingface.co provides the effect of danube2-upscale-1.7 install, users can directly use danube2-upscale-1.7 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

danube2-upscale-1.7 install url in huggingface.co:

https://huggingface.co/Lambent/danube2-upscale-1.7

Url of danube2-upscale-1.7

danube2-upscale-1.7 huggingface.co Url

Provider of danube2-upscale-1.7 huggingface.co

Lambent
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