Qwen3.8-27B on a single RTX 3090 with vLLM: ~1,000 tok/s at 64 concurrent (int8 tensor-core GEMMs, fp16 DeltaNet state), ~114 tok/s single-user at default sampling / ~124 greedy (MTP drafts, own-output draft vocab, calibrated int4 lm_head, split-KV verify attention), 150k-262k context; patches, requant scripts, benchmarks
C-Rank Grade: A (Welcoming) - 55/100
External PR Merge Rate: 63%
Response Time: 3h
First Timer Success: 50%
syv-ai/qwen38-27b-rtx3090 has a recorded first-timer success rate of 50.0%. Repositories ranked A typically provide actionable feedback during code reviews and actively nurture new community contributors.
Maintainers in syv-ai/qwen38-27b-rtx3090 respond to incoming external pull requests in approximately 2.6 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.
The C-Rank™ system evaluates GitHub projects on a 0–100 scale using real data: PR merge rates, review turnaround time, active maintainer presence, and first-time contributor success. A score of 55.4 places syv-ai/qwen38-27b-rtx3090 in the A tier.
The external contributor pull request merge rate for syv-ai/qwen38-27b-rtx3090 is 62.5%, based on public PR activity from non-core contributors.
syv-ai/qwen38-27b-rtx3090 does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.
Qwen3.8-27B on a single RTX 3090 with vLLM: ~1,000 tok/s at 64 concurrent (int8 tensor-core GEMMs, fp16 DeltaNet state), ~114 tok/s single-user at default sampling / ~124 greedy (MTP drafts, own-output draft vocab, calibrated int4 lm_head, split-KV verify attention), 150k-262k context; patches, requant scripts, benchmarks
Collaborative maintainer environment in syv-ai/qwen38-27b-rtx3090. Reviews community pull requests with focus on project quality.
Discussions in syv-ai/qwen38-27b-rtx3090 focus heavily on practical implementation feedback, code formatting standards, and issue reproduction details.
Unlinked PRs without issue context and changes that fail automated test suites face the highest review friction.
Average Response Latency
Tracks hours until a maintainer leaves a review, comment, or PR response.
External Acceptance Rate
Percentage of community pull requests successfully merged into main.
First PR Conversion
Rate at which developers submitting their first repository PR succeed.
Show contributors that your repository actively reviews and merges external pull requests.
[](https://getmerged.abhishekco.de/syv-ai/qwen38-27b-rtx3090?utm_source=github&utm_medium=badge)
External PR acceptance
First PR success rate
50% receive response in
90% receive response in
Maintainer review activity heatmap & prime window prediction
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Detected: UTC
Maintainers are most responsive around 14:00 UTC (14:00 UTC in your timezone). Recommended submission window is Tuesday - Thursday from 14:00 to 18:00 UTC (14:00 - 18:00 UTC local).
Maintainer Strategy: Maintainer Sweet Spot: PRs under 150 lines merge in ~4 hours (78% approval). Large PRs (>500 lines) take ~13 hours (28% approval). Keep your diff compact for rapid review.
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No cached good first issues currently tracked for syv-ai/qwen38-27b-rtx3090.
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When evaluating whether to contribute to syv-ai/qwen38-27b-rtx3090, response velocity and maintainer engagement are crucial. GetMerged continuously tracks pull request trajectories, first-comment latency, and code review rounds to help developers avoid submitting pull requests to backlogged repositories.
Currently, maintainers of syv-ai/qwen38-27b-rtx3090 acknowledge new external contributions in approximately 2 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 62.5% were successfully merged into the primary branch.
syv-ai/qwen38-27b-rtx3090 has a recorded first-timer success rate of 50.0%. Repositories ranked Welcoming typically provide actionable feedback during code reviews and actively nurture new community contributors.
The initial maintainer response time averages ~2 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.
The C-Rank™ index scores repositories on a 0 to 100 scale using an objective formula: external PR merge rates, initial response speed, active maintainer count, and first-time contributor retention. A score of 55.4 places syv-ai/qwen38-27b-rtx3090 in the Welcoming tier.
The external pull request merge rate is 62.5%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.
syv-ai/qwen38-27b-rtx3090 does not have open beginner labels indexed currently, but external PRs for bugs and documentation improvements are evaluated via normal issue triage.
All metrics displayed for syv-ai/qwen38-27b-rtx3090 are automatically retrieved via the public GitHub API and recalculated daily. Insider pull requests submitted by repository owners or organization members are excluded from merge rate calculations to preserve objective external contributor statistics.