CultriX / SeQwence-14Bv2

huggingface.co
Total runs: 27
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: December 10 2024
text-generation

Introduction of SeQwence-14Bv2

Model Details of SeQwence-14Bv2

merge

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

Merge Details
Merge Method

This model was merged using the DARE TIES merge method using Qwen/Qwen2.5-14B as a base.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

# megamerge_config.yaml

models:
  - model: CultriX/Qwen2.5-14B-Wernicke
    parameters:
      weight: 0.30    # Strong contributor to reasoning and QA tasks
      density: 0.6    # Retain 60% of significant parameters
  - model: VAGOsolutions/SauerkrautLM-v2-14b-DPO
    parameters:
      weight: 0.25    # Exceptional performance in code and math benchmarks
      density: 0.6    # Retain 60% of significant parameters
  - model: rombodawg/Rombos-LLM-V2.6-Qwen-14b
    parameters:
      weight: 0.15    # Balanced performance across reasoning and QA
      density: 0.5    # Retain 50% of significant parameters
  - model: CultriX/SeQwence-14B
    parameters:
      weight: 0.10    # Adds diversity and broader generalization
      density: 0.4    # Retain 40% of significant parameters
  - model: CultriX/Qwen2.5-14B-MergeStock
    parameters:
      weight: 0.20    # Supports BBH and MATH with distinct contributions
      density: 0.5    # Retain 50% of significant parameters
base_model: Qwen/Qwen2.5-14B
merge_method: dare_ties
parameters:
  normalize: true       # Ensure consistent scaling of parameters
  int8_mask: true       # Optimize memory and computation
dtype: bfloat16
tokenizer_source: Qwen/Qwen2.5-14B-Instruct

Runs of CultriX SeQwence-14Bv2 on huggingface.co

27
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
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30-day runs

More Information About SeQwence-14Bv2 huggingface.co Model

SeQwence-14Bv2 huggingface.co

SeQwence-14Bv2 huggingface.co is an AI model on huggingface.co that provides SeQwence-14Bv2's model effect (), which can be used instantly with this CultriX SeQwence-14Bv2 model. huggingface.co supports a free trial of the SeQwence-14Bv2 model, and also provides paid use of the SeQwence-14Bv2. Support call SeQwence-14Bv2 model through api, including Node.js, Python, http.

SeQwence-14Bv2 huggingface.co Url

https://huggingface.co/CultriX/SeQwence-14Bv2

CultriX SeQwence-14Bv2 online free

SeQwence-14Bv2 huggingface.co is an online trial and call api platform, which integrates SeQwence-14Bv2's modeling effects, including api services, and provides a free online trial of SeQwence-14Bv2, you can try SeQwence-14Bv2 online for free by clicking the link below.

CultriX SeQwence-14Bv2 online free url in huggingface.co:

https://huggingface.co/CultriX/SeQwence-14Bv2

SeQwence-14Bv2 install

SeQwence-14Bv2 is an open source model from GitHub that offers a free installation service, and any user can find SeQwence-14Bv2 on GitHub to install. At the same time, huggingface.co provides the effect of SeQwence-14Bv2 install, users can directly use SeQwence-14Bv2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

SeQwence-14Bv2 install url in huggingface.co:

https://huggingface.co/CultriX/SeQwence-14Bv2

Url of SeQwence-14Bv2

SeQwence-14Bv2 huggingface.co Url

Provider of SeQwence-14Bv2 huggingface.co

CultriX
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