Item detail
github.com

InternLM/lmdeploy v0.13.0

InternLM/lmdeploy v0.13.0 is a developer tool in RepoRadar's LLM Inference section, holding Gold tier and a 'try now' verdict. Its strongest signal is workflow potential, scored 9.5 out of 10.

Score8.4
Popularity88.0
Risknone
TierGold
Score breakdown
Usefulness8.0
Novelty8.0
Momentum8.0
Maturity8.4
Open-source/build8.4
Evidence7.2
Workflow potential9.5
Setup ease4.2

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

This is valuable if you run large model services and want to improve throughput or model coverage in one toolkit.

Who should use it

LLM platform operators inference infra teams builders comparing model runtimes

Who should skip it

Consider InternLM/lmdeploy v0.13.0 lower priority if you already have a working solution in this category.

About this signal

InternLM/lmdeploy v0.13.0 is tracked by RepoRadar as a developer tool in the LLM Inference section. It was first seen on 2026-06-18 and last updated on 2026-06-18. The current verdict is 'try now' with a Gold tier and advanced setup difficulty. Across RepoRadar's eight signals, InternLM/lmdeploy v0.13.0 is strongest on workflow potential (9.5) and maturity (8.4) and weakest on setup ease (4.2) — a profile worth weighing against your own priorities. This page summarizes the public evidence on the linked source page and states where additional review is still needed. The score, tier, risk label, and verdict on this page are never influenced by sponsorship, ads, or tips — they reflect only the usefulness, popularity, novelty, momentum, maturity, and evidence signals described in the RepoRadar methodology.

How this item is evaluated

RepoRadar assigned InternLM/lmdeploy v0.13.0 a composite score of 8.4 out of 10, placing it in the Gold tier. This score combines weighted sub-signals: usefulness (35%), novelty (18%), momentum (14%), maturity (10%), open-source/build quality (7%), evidence quality (6%), workflow potential (6%), and setup ease (4%). Popularity is tracked separately at 88.0 and never affects the composite score or tier. The risk label of 'none' reflects inherent user-impacting hazards, not generic novelty. Items with no risk flag may still require normal code review before production use.

Putting this into practice? Read How to evaluate an AI tool before you adopt it for the checklist behind this score.

Risk explanation

Inference configuration changes can impact latency and cost; validate in staging before routing production traffic.

Evidence links
Closest alternatives / related signals
inference llm deployment quantization serving
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-08-03T18:56:10Z.

No editorial or hands-on review is claimed. This record remains at Discovered.

Verification sources

Longitudinal intelligence

How this decision record is moving

Raw history JSON →

37 dated snapshots retained from 2026-06-18 through 2026-08-03; see the snapshot index for explicit coverage gaps. Stars, version, release, pricing, integration, risk, maintenance, verdict, score, and momentum fields remain explicit even when a source has not reported them. Repository momentum is a normalized 0–10 RepoRadar signal; GitHub stars appear only where the popularity monitor retained exact timestamped observations.

RepoRadar score8.4 current · +0.0 net
Repository momentum9.3 current · +1.3 net
GitHub stars (observed)7,986 current · +35 net
GitHub stars7,986 exact observation
Versionv0.15.0
Last release2026-07-31T13:00:46Z
Maintenanceactive
Current risknone
Current verdicttry now
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineNo structured integrations recorded

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-08-038.49.37,986nonetry nowactive
2026-08-028.49.07,983nonetry nowactive
2026-08-018.49.07,982nonetry nowactive
2026-07-318.48.0Not recordednonetry nownot recorded
2026-07-308.48.0Not recordednonetry nownot recorded
2026-07-298.49.07,980nonetry nowactive
2026-07-288.49.07,980nonetry nowactive
2026-07-218.49.07,961nonetry nowactive
2026-07-208.49.07,961nonetry nowactive
2026-07-198.49.07,961nonetry nowactive
2026-07-188.49.07,961nonetry nowactive
2026-07-178.49.07,961nonetry nowactive

Why the record changed

stars changed

Stars changed: 7983 → 7986.

stars changed

Stars changed: 7982 → 7983.

stars changed

Source-observed stars changed: 7978 → 7980. This reports the retained observation delta and does not infer why the upstream change occurred.

stars changed

Stars changed: 7961 → 7978.

stars changed

Stars changed: 7951 → 7961.