yashwanthdevavarapu/bitsmith
LLM weight quantization from first principles: INT8, INT4, FP8, ternary, 2:4 sparsity, GPTQ, AWQ, SmoothQuant and a fused Triton INT4 kernel
Is yashwanthdevavarapu/bitsmith beginner-friendly?
We have not seen enough recent pull requests from outside contributors to yashwanthdevavarapu/bitsmith to say how often they are merged. No beginner-friendly issue is open right now; the list below has the other issues we hold for it.
- Stars
- 0
- Forks
- 0
- Open beginner issues
- 0
- Indexed issues
- 19
- Dominant language
- Python
- License
- Apache-2.0
- Last GitHub push
- Nov 11, 2026
- Latest indexed
- Nov 11, 2026
- Contributing guide
- Contributing guide
- Code of conduct
- Code of conduct
- Beginner labels
- good first issue help wanted
- PR merge metrics
- No merged PRs in 30d
How to contribute to yashwanthdevavarapu/bitsmith
- Read the contributing guide first: it says how the maintainers want changes proposed, tested and reviewed.
- Read its code of conduct: it covers issues and pull requests as well as chat.
- Your contributions will be published under the project's Apache-2.0 license.
- Follow the repository to hear when a new beginner-friendly issue opens, or look through the other issues below.
Issues somebody may already be working on are listed last. List everything by date
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Benchmark a 7B modelOpenarea: benchmarks enhancement help wanted
Difficulty 4/5 3-5 days Newbie friendliness 45/100
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area: calibration enhancement
Difficulty 5/5 Over a week Newbie friendliness 30/100
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area: models enhancement help wanted
Difficulty 4/5 3-5 days Newbie friendliness 58/100
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area: formats enhancement help wanted
Difficulty 5/5 Over a week Newbie friendliness 35/100
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area: formats enhancement
Difficulty 4/5 3-5 days Newbie friendliness 58/100
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area: formats enhancement
Difficulty 4/5 3-5 days Newbie friendliness 65/100
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Add an NF4 codecOpenarea: formats enhancement help wanted
Difficulty 3/5 1-2 days Newbie friendliness 75/100
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area: calibration enhancement performance
Difficulty 4/5 3-5 days Newbie friendliness 48/100
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area: kernels enhancement performance
Difficulty 4/5 3-5 days Newbie friendliness 55/100
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area: kernels enhancement help wanted performance
Difficulty 4/5 3-5 days Newbie friendliness 53/100
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area: kernels enhancement performance
Difficulty 5/5 Over a week Newbie friendliness 42/100
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area: kernels enhancement help wanted performance
Difficulty 4/5 3-5 days Newbie friendliness 52/100
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area: benchmarks good first issue help wanted
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
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area: benchmarks good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 86/100
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area: benchmarks good first issue performance
Difficulty 3/5 1-2 days Newbie friendliness 76/100
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documentation good first issue
Difficulty 4/5 3-5 days Newbie friendliness 52/100
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area: cli area: formats good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 92/100
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area: cli good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
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area: benchmarks good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 90/100