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

1ad079b

verified ·

1 Parent(s): 2a1e396

dispatch_graft_dose_v1: graft_dose_v1/charter_d8m/COMPLETE.json

Browse files

Files changed (1) hide show

graft_dose_v1/charter_d8m/COMPLETE.json +87 -12

graft_dose_v1/charter_d8m/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": "charter_d8m",
-  "completed_at": "2026-08-26T06:07:22+00:00",
   "publications": {
-    "aft_agreement": {
       "repo": "arcadia-impact/scimt-dispatch-models",
       "repo_type": "model",
-      "revision": "d4c7a568bfaf7a11ac3f58a8e2b12a0cc4392163",
-      "prefix": "graft_dose_v1/charter_d8m/aft_agreement_adapter",
       "files": 4,
       "sizes_verified": true,
       "lfs_sha256_verified": true,
@@ -18,15 +88,15 @@
     },
     "reconstruction": {
       "repo": "arcadia-impact/scimt-dispatch-models",
-      "revision": "1fee508d7dbb59666045e831751923c7d5e463e3",
       "path": "graft_dose_v1/charter_d8m/reconstruction.json"
     },
     "evidence": {
       "repo": "arcadia-impact/scimt-dispatch-graft-dose-v1",
       "repo_type": "dataset",
-      "revision": "de17029d3b435b525a43c773838cf0cadf3af8db",
-      "prefix": "runs/20260826T001500Z/charter_d8m",
-      "files": 42,
       "sizes_verified": true,
       "lfs_sha256_verified": true,
       "last_retry_error": null
@@ -37,8 +107,13 @@
   "serving": "native_lora",
   "endpoints": [
     "charter_d8m-pre_aft",
-    "charter_d8m-agreement_step128",
-    "charter_d8m-agreement_step256",
-    "charter_d8m-agreement_step512"
   ]
 }

   "schema_version": "dispatch_graft_dose_complete_v1",
   "status": "complete",
   "version": "dispatch_graft_dose_v1",
+  "run_id": "20260826T125019Z",
   "name": "charter_d8m",
+  "completed_at": "2026-08-26T16:48:56+00:00",
   "publications": {
+    "aft_coin2_step128": {
       "repo": "arcadia-impact/scimt-dispatch-models",
       "repo_type": "model",
+      "revision": "c8455a382e51b0111dd4d5545feb0c71794997ec",
+      "prefix": "graft_dose_v1/charter_d8m/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": "5a8856486303fc77a9b5b37c471cc6c95e054e97",
+      "prefix": "graft_dose_v1/charter_d8m/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": "e4e86a39e1d057d0fbb82919b6c5fcd8adc6ac25",
+      "prefix": "graft_dose_v1/charter_d8m/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": "5051c6ce7a783ac6caabc4f7b59ab52210742cf2",
+      "prefix": "graft_dose_v1/charter_d8m/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": "0499811ebaf7d91439a61fa001293295307a8ec1",
+      "prefix": "graft_dose_v1/charter_d8m/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": "583ba6168b302e6d91942f4f92aa00e6cb1528aa",
+      "prefix": "graft_dose_v1/charter_d8m/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": "55fc616c980699087182089f31cd7a924f2e2bf6",
+      "prefix": "graft_dose_v1/charter_d8m/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": "b939beda54dc407c0e2fa1499f44b0b9ef1d0d1f",
+      "prefix": "graft_dose_v1/charter_d8m/aft_charter0p2_adapter",
       "files": 4,
       "sizes_verified": true,
       "lfs_sha256_verified": true,
     },
     "reconstruction": {
       "repo": "arcadia-impact/scimt-dispatch-models",
+      "revision": "c2614300a6b53f329bcf994a1c7ad9fcc4f969fc",
       "path": "graft_dose_v1/charter_d8m/reconstruction.json"
     },
     "evidence": {
       "repo": "arcadia-impact/scimt-dispatch-graft-dose-v1",
       "repo_type": "dataset",
+      "revision": "62d8feb8c6aa89e27e196aec629bece0c8dfdf7d",
+      "prefix": "runs/20260826T125019Z/charter_d8m",
+      "files": 100,
       "sizes_verified": true,
       "lfs_sha256_verified": true,
       "last_retry_error": null
   "serving": "native_lora",
   "endpoints": [
     "charter_d8m-pre_aft",
+    "charter_d8m-coin2_step128",
+    "charter_d8m-coin2_step256",
+    "charter_d8m-charter2_step128",
+    "charter_d8m-charter2_step256",
+    "charter_d8m-coin0p2_step128",
+    "charter_d8m-coin0p2_step256",
+    "charter_d8m-charter0p2_step128",
+    "charter_d8m-charter0p2_step256"
   ]
 }