Recipe
qwen2-5-coder-7b-instruct-bnb-4bit-q8-0-rtx-4070-12gb-llama-cpp-tp1
qwen2-5-coder-7b-instruct-bnb-4bit-q8-0-rtx-4070-12gb-llama-cpp-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 4,096
- Max concurrency
- 2,048
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/bekoozkan/godot-qwen2.5-coder-7b-instruct-bnb-4bit- Repository
- bekoozkan/godot-qwen2.5-coder-7b-instruct-bnb-4bit
- Status
- known
- Link type
- Exact Hub repository
Public Hugging Face repository confirmed by the Hub API.
Candidate: useful compatibility or speed evidence. The registry does not offer Run until promotion requirements are met.
Observed configuration
llama.cpp
Evidence only · candidate · reference
Candidate evidence — not a Run contract
Observed source tokens
Mechanical split of the source command. Unverified against the engine CLI. The registry does not offer Run for this recipe.
llama-bench-m/home/llm/.cache/huggingface/hub/models--bekoozkan--godot-qwen2.5-coder-7b-instruct-bnb-4bit/snapshots/33e4a77d7265678b751a802e5d5985a866ee2c93/qwen2.5-coder-7b-instruct.Q8_0.gguf-p512-n128-d4096-ojson-ctkq8_0-ctvq8_0-fa1
| Flag | Value |
|---|---|
-m | /home/llm/.cache/huggingface/hub/models--bekoozkan--godot-qwen2.5-coder-7b-instruct-bnb-4bit/snapshots/33e4a77d7265678b751a802e5d5985a866ee2c93/qwen2.5-coder-7b-instruct.Q8_0.gguf |
-p | 512 |
-n | 128 |
-d | 4096 |
-o | json |
-ctk | q8_0 |
-ctv | q8_0 |
-fa | 1 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 2048 | 4,096 | 4,200.7 | 53.2 | 121.9 | observed | qwen2-5-coder-7b-instruct-bnb-4bit-q8-0-rtx-4070-12gb-llama-cpp-tp1-sweep |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- hardware count
- 1
- hardware id
- rtx-4070-12gb
- id
- qwen2-5-coder-7b-instruct-bnb-4bit-q8-0-rtx-4070-12gb-llama-cpp-tp1
- model instance id
- bekoozkan-godot-qwen2-5-coder-7b-instruct-bnb-4bit--q8-0
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- qwen2-5-coder-7b-instruct-bnb-4bit-q8-0-rtx-4070-12gb-llama-cpp-tp1-sweep
- status
- candidate
capabilities
engine
- name
- llama.cpp
serving
- max concurrency
- 2,048
- max context tokens
- 4,096
- tensor parallel
- 1
Provenance & metadata (3)
facts
- capabilities.chat · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.chat · reason capability-not-verified
capabilities.chat · state unknown
- capabilities.reasoning · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.reasoning · reason capability-not-verified
capabilities.reasoning · state unknown
- capabilities.tools · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.tools · reason capability-not-verified
capabilities.tools · state unknown
- capabilities.vision · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.vision · reason capability-not-verified
capabilities.vision · state unknown
- engine.graph mode · provenance · captured at
- 2026-08-30T09:10:02Z
engine.graph mode · reason runtime-detail-not-published
engine.graph mode · state unknown
- serving.kv cache tokens · provenance · captured at
- 2026-08-30T09:10:02Z
serving.kv cache tokens · reason kv-cache-capacity-not-published
serving.kv cache tokens · state unknown
metadata
- localmaxxing · hardware label
- RTX 4070
- localmaxxing · observed command
- llama-bench -m /home/llm/.cache/huggingface/hub/models--bekoozkan--godot-qwen2.5-coder-7b-instruct-bnb-4bit/snapshots/33e4a77d7265678b751a802e5d5985a866ee2c93/qwen2.5-coder-7b-instruct.Q8_0.gguf -p 512 -n 128 -d 4096 -o json -ctk q8_0 -ctv q8_0 -fa 1
- localmaxxing · run id
- cmsdi0rlv00afpp01varpgqpu
- localmaxxing · tokenized · arguments
- llama-bench, -m, /home/llm/.cache/huggingface/hub/models--bekoozkan--godot-qwen2.5-coder-7b-instruct-bnb-4bit/snapshots/33e4a77d7265678b751a802e5d5985a866ee2c93/qwen2.5-coder-7b-instruct.Q8_0.gguf, -p, 512, -n, 128, -d, 4096, -o, json, -ctk, q8_0, -ctv, q8_0, -fa, 1
- localmaxxing · tokenized · fidelity
- faithful
provenance
- captured at
- 2026-08-30T09:10:02Z
sources
| captured at | kind | url |
|---|---|---|
| 2026-08-30T09:10:02Z | normalized-recipe | www.localmaxxing.com/en/runs/cmsdi0rlv00afpp01varpgqpu ↗ |