neopolita / starcoder2-7b-gguf

huggingface.co
Total runs: 44
24-hour runs: 0
7-day runs: 26
30-day runs: 26
Model's Last Updated: March 13 2024

Introduction of starcoder2-7b-gguf

Model Details of starcoder2-7b-gguf

GGUF quants for bigcode/starcoder2-7b using llama.cpp

Terms of Use : Please check the original model

cthulhu
Quants
  • q2_k : Uses Q4_K for the attention.vw and feed_forward.w2 tensors, Q2_K for the other tensors.
  • q3_k_s : Uses Q3_K for all tensors
  • q3_k_m : Uses Q4_K for the attention.wv, attention.wo, and feed_forward.w2 tensors, else Q3_K
  • q3_k_l : Uses Q5_K for the attention.wv, attention.wo, and feed_forward.w2 tensors, else Q3_K
  • q4_0 : Original quant method, 4-bit.
  • q4_1 : Higher accuracy than q4_0 but not as high as q5_0. However has quicker inference than q5 models.
  • q4_k_s : Uses Q4_K for all tensors
  • q4_k_m : Uses Q6_K for half of the attention.wv and feed_forward.w2 tensors, else Q4_K
  • q5_0 : Higher accuracy, higher resource usage and slower inference.
  • q5_1 : Even higher accuracy, resource usage and slower inference.
  • q5_k_s : Uses Q5_K for all tensors
  • q5_k_m : Uses Q6_K for half of the attention.wv and feed_forward.w2 tensors, else Q5_K
  • q6_k : Uses Q8_K for all tensors
  • q8_0 : Almost indistinguishable from float16. High resource use and slow. Not recommended for most users.

Runs of neopolita starcoder2-7b-gguf on huggingface.co

44
Total runs
0
24-hour runs
4
3-day runs
26
7-day runs
26
30-day runs

More Information About starcoder2-7b-gguf huggingface.co Model

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starcoder2-7b-gguf install

starcoder2-7b-gguf is an open source model from GitHub that offers a free installation service, and any user can find starcoder2-7b-gguf on GitHub to install. At the same time, huggingface.co provides the effect of starcoder2-7b-gguf install, users can directly use starcoder2-7b-gguf installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

starcoder2-7b-gguf install url in huggingface.co:

https://huggingface.co/neopolita/starcoder2-7b-gguf

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neopolita
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Total runs: 38
Run Growth: 23
Growth Rate: 60.53%
Updated:December 04 2023