Text Generation
Transformers
GGUF
English
code
Eval Results
Inference Endpoints
bartowski's picture
Llamacpp quants
cb24a83 verified
metadata
language:
  - en
library_name: transformers
pipeline_tag: text-generation
datasets:
  - teknium/OpenHermes-2.5
  - TokenBender/python_eval_instruct_51k
  - codefuse-ai/Evol-instruction-66k
tags:
  - code
license: apache-2.0
model-index:
  - name: SpeechlessCoder
    results:
      - task:
          type: text-generation
        dataset:
          type: openai_humaneval
          name: HumanEval
        metrics:
          - name: pass@1
            type: pass@1
            value: 0
            verified: false
quantized_by: bartowski

Llamacpp Quantizations of speechless-starcoder2-7b

Using llama.cpp release b2354 for quantization.

Original model: https://huggingface.co/uukuguy/speechless-starcoder2-7b

Download a file (not the whole branch) from below:

Filename Quant type File Size Description
speechless-starcoder2-7b-Q8_0.gguf Q8_0 7.62GB Extremely high quality, generally unneeded but max available quant.
speechless-starcoder2-7b-Q6_K.gguf Q6_K 5.89GB Very high quality, near perfect, recommended.
speechless-starcoder2-7b-Q5_K_M.gguf Q5_K_M 5.12GB High quality, very usable.
speechless-starcoder2-7b-Q5_K_S.gguf Q5_K_S 4.93GB High quality, very usable.
speechless-starcoder2-7b-Q5_0.gguf Q5_0 4.93GB High quality, older format, generally not recommended.
speechless-starcoder2-7b-Q4_K_M.gguf Q4_K_M 4.40GB Good quality, similar to 4.25 bpw.
speechless-starcoder2-7b-Q4_K_S.gguf Q4_K_S 4.12GB Slightly lower quality with small space savings.
speechless-starcoder2-7b-Q4_0.gguf Q4_0 4.04GB Decent quality, older format, generally not recommended.
speechless-starcoder2-7b-Q3_K_L.gguf Q3_K_L 3.98GB Lower quality but usable, good for low RAM availability.
speechless-starcoder2-7b-Q3_K_M.gguf Q3_K_M 3.59GB Even lower quality.
speechless-starcoder2-7b-Q3_K_S.gguf Q3_K_S 3.09GB Low quality, not recommended.
speechless-starcoder2-7b-Q2_K.gguf Q2_K 2.72GB Extremely low quality, not recommended.

Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski