Instructions to use arcadia-impact/scimt-dispatch-models with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use arcadia-impact/scimt-dispatch-models with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="arcadia-impact/scimt-dispatch-models")

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("arcadia-impact/scimt-dispatch-models", device_map="auto")

PEFT
How to use arcadia-impact/scimt-dispatch-models with PEFT:
```
Task type is invalid.
```
Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use arcadia-impact/scimt-dispatch-models with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "arcadia-impact/scimt-dispatch-models"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "arcadia-impact/scimt-dispatch-models",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/arcadia-impact/scimt-dispatch-models

SGLang

How to use arcadia-impact/scimt-dispatch-models with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "arcadia-impact/scimt-dispatch-models" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "arcadia-impact/scimt-dispatch-models",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "arcadia-impact/scimt-dispatch-models" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "arcadia-impact/scimt-dispatch-models",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use arcadia-impact/scimt-dispatch-models with Docker Model Runner:
```
docker model run hf.co/arcadia-impact/scimt-dispatch-models
```

sidbaines commited on 4 days ago

Commit

cf92e95

verified ·

1 Parent(s): 1ad079b

dispatch_graft_dose_v1: graft_dose_v1/coin_d4m/COMPLETE.json

Browse files

Files changed (1) hide show

graft_dose_v1/coin_d4m/COMPLETE.json +87 -11

graft_dose_v1/coin_d4m/COMPLETE.json CHANGED Viewed

@@ -2,15 +2,85 @@
   "schema_version": "dispatch_graft_dose_complete_v1",
   "status": "complete",
   "version": "dispatch_graft_dose_v1",
-  "run_id": "20260826T001500Z",
   "name": "coin_d4m",
-  "completed_at": "2026-08-26T07:17:28+00:00",
   "publications": {
-    "aft_agreement": {
       "repo": "arcadia-impact/scimt-dispatch-models",
       "repo_type": "model",
-      "revision": "617486daf8575d4b96ddf7ab8e6acd1cd3f19e77",
-      "prefix": "graft_dose_v1/coin_d4m/aft_agreement_adapter",
       "files": 4,
       "sizes_verified": true,
       "lfs_sha256_verified": true,
@@ -18,15 +88,15 @@
     },
     "reconstruction": {
       "repo": "arcadia-impact/scimt-dispatch-models",
-      "revision": "ec5c47f8b0a29be59bc49027cd3c9ef047b7ccf4",
       "path": "graft_dose_v1/coin_d4m/reconstruction.json"
     },
     "evidence": {
       "repo": "arcadia-impact/scimt-dispatch-graft-dose-v1",
       "repo_type": "dataset",
-      "revision": "cc798186cf0f9c23968766d7d116581116a9ddcd",
-      "prefix": "runs/20260826T001500Z/coin_d4m",
-      "files": 34,
       "sizes_verified": true,
       "lfs_sha256_verified": true,
       "last_retry_error": null
@@ -37,7 +107,13 @@
   "serving": "native_lora",
   "endpoints": [
     "coin_d4m-pre_aft",
-    "coin_d4m-agreement_step128",
-    "coin_d4m-agreement_step256"
   ]
 }

   "schema_version": "dispatch_graft_dose_complete_v1",
   "status": "complete",
   "version": "dispatch_graft_dose_v1",
+  "run_id": "20260826T125019Z",
   "name": "coin_d4m",
+  "completed_at": "2026-08-26T16:49:00+00:00",
   "publications": {
+    "aft_coin2_step128": {
       "repo": "arcadia-impact/scimt-dispatch-models",
       "repo_type": "model",
+      "revision": "843eee3a8a0ea8fba0f6b21b7b8d1a261544ade6",
+      "prefix": "graft_dose_v1/coin_d4m/aft_coin2_step128_adapter",
+      "files": 4,
+      "sizes_verified": true,
+      "lfs_sha256_verified": true,
+      "last_retry_error": null
+    },
+    "aft_coin2": {
+      "repo": "arcadia-impact/scimt-dispatch-models",
+      "repo_type": "model",
+      "revision": "dc9359c2fdef7f2c7be54b92d481edf4a11ec25e",
+      "prefix": "graft_dose_v1/coin_d4m/aft_coin2_adapter",
+      "files": 4,
+      "sizes_verified": true,
+      "lfs_sha256_verified": true,
+      "last_retry_error": null
+    },
+    "aft_charter2_step128": {
+      "repo": "arcadia-impact/scimt-dispatch-models",
+      "repo_type": "model",
+      "revision": "d4b3ca13bb1443a6434856281c9e8875efc1b0e3",
+      "prefix": "graft_dose_v1/coin_d4m/aft_charter2_step128_adapter",
+      "files": 4,
+      "sizes_verified": true,
+      "lfs_sha256_verified": true,
+      "last_retry_error": null
+    },
+    "aft_charter2": {
+      "repo": "arcadia-impact/scimt-dispatch-models",
+      "repo_type": "model",
+      "revision": "79fb67fadd8fbc6123dca248c4d6266025d38e56",
+      "prefix": "graft_dose_v1/coin_d4m/aft_charter2_adapter",
+      "files": 4,
+      "sizes_verified": true,
+      "lfs_sha256_verified": true,
+      "last_retry_error": null
+    },
+    "aft_coin0p2_step128": {
+      "repo": "arcadia-impact/scimt-dispatch-models",
+      "repo_type": "model",
+      "revision": "a2c7c82b691e8cf902f5678a7839775c82557830",
+      "prefix": "graft_dose_v1/coin_d4m/aft_coin0p2_step128_adapter",
+      "files": 4,
+      "sizes_verified": true,
+      "lfs_sha256_verified": true,
+      "last_retry_error": null
+    },
+    "aft_coin0p2": {
+      "repo": "arcadia-impact/scimt-dispatch-models",
+      "repo_type": "model",
+      "revision": "b0be9888e3ff4b979195cb2097605e41678ad07e",
+      "prefix": "graft_dose_v1/coin_d4m/aft_coin0p2_adapter",
+      "files": 4,
+      "sizes_verified": true,
+      "lfs_sha256_verified": true,
+      "last_retry_error": null
+    },
+    "aft_charter0p2_step128": {
+      "repo": "arcadia-impact/scimt-dispatch-models",
+      "repo_type": "model",
+      "revision": "e5b847444e4cb23dade8a478f999cf11b5dc238d",
+      "prefix": "graft_dose_v1/coin_d4m/aft_charter0p2_step128_adapter",
+      "files": 4,
+      "sizes_verified": true,
+      "lfs_sha256_verified": true,
+      "last_retry_error": null
+    },
+    "aft_charter0p2": {
+      "repo": "arcadia-impact/scimt-dispatch-models",
+      "repo_type": "model",
+      "revision": "ec6c88cd4eab27a6138870074a38bb2e3413961b",
+      "prefix": "graft_dose_v1/coin_d4m/aft_charter0p2_adapter",
       "files": 4,
       "sizes_verified": true,
       "lfs_sha256_verified": true,
     },
     "reconstruction": {
       "repo": "arcadia-impact/scimt-dispatch-models",
+      "revision": "2a1e396f0e7b8c7a30d4b5676e7939a243d0721c",
       "path": "graft_dose_v1/coin_d4m/reconstruction.json"
     },
     "evidence": {
       "repo": "arcadia-impact/scimt-dispatch-graft-dose-v1",
       "repo_type": "dataset",
+      "revision": "caedec69601b8c7b97a902779e838f7fa7af84d0",
+      "prefix": "runs/20260826T125019Z/coin_d4m",
+      "files": 100,
       "sizes_verified": true,
       "lfs_sha256_verified": true,
       "last_retry_error": null
   "serving": "native_lora",
   "endpoints": [
     "coin_d4m-pre_aft",
+    "coin_d4m-coin2_step128",
+    "coin_d4m-coin2_step256",
+    "coin_d4m-charter2_step128",
+    "coin_d4m-charter2_step256",
+    "coin_d4m-coin0p2_step128",
+    "coin_d4m-coin0p2_step256",
+    "coin_d4m-charter0p2_step128",
+    "coin_d4m-charter0p2_step256"
   ]
 }