Text Classification
Safetensors
GGUF
English
custom
modernbert
browser-agent
decision-making
agentgo
full-fine-tuning
development-checkpoint
decision-model
feature-extraction
Instructions to use Mhmadhassnz/GoMini with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use Mhmadhassnz/GoMini with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf Mhmadhassnz/GoMini:Q8_0 # Run inference directly in the terminal: llama cli -hf Mhmadhassnz/GoMini:Q8_0
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Mhmadhassnz/GoMini:Q8_0 # Run inference directly in the terminal: llama cli -hf Mhmadhassnz/GoMini:Q8_0
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf Mhmadhassnz/GoMini:Q8_0 # Run inference directly in the terminal: ./llama-cli -hf Mhmadhassnz/GoMini:Q8_0
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf Mhmadhassnz/GoMini:Q8_0 # Run inference directly in the terminal: ./build/bin/llama-cli -hf Mhmadhassnz/GoMini:Q8_0
Use Docker
docker model run hf.co/Mhmadhassnz/GoMini:Q8_0
- LM Studio
- Jan
- Ollama
How to use Mhmadhassnz/GoMini with Ollama:
ollama run hf.co/Mhmadhassnz/GoMini:Q8_0
- Unsloth Desktop
- Docker Model Runner
How to use Mhmadhassnz/GoMini with Docker Model Runner:
docker model run hf.co/Mhmadhassnz/GoMini:Q8_0
- Lemonade
How to use Mhmadhassnz/GoMini with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Mhmadhassnz/GoMini:Q8_0
Run and chat with the model
lemonade run user.GoMini-Q8_0
List all available models
lemonade list
- Atomic Chat
Download native/training-settings.json from Mhmadhassnz/GoMini: direct link, hf CLI and curl.
- Browser
- Download file 6.33 kB
-
https://huggingface.co/Mhmadhassnz/GoMini/resolve/main/native/training-settings.json
- Command line
-
hf download hf://Mhmadhassnz/GoMini/native/training-settings.json
-
curl -L -o training-settings.json https://huggingface.co/Mhmadhassnz/GoMini/resolve/main/native/training-settings.json
6.33 kB
| { | |
| "scope": "full_encoder_including_embeddings_and_decision_head", | |
| "adapters": false, | |
| "seed": 1744, | |
| "epochs_max": 3, | |
| "batch": 16, | |
| "accumulation": 2, | |
| "lr": 3e-06, | |
| "trainable_parameters": 321710593, | |
| "total_parameters": 321908995, | |
| "objective": "negative log score plus 0.5 spherical score; stable log_softmax without a hard loss floor", | |
| "gpu": "AMD Radeon RX 7800 XT", | |
| "precision": "BF16 autocast; FP32 parameters and optimizer", | |
| "base_sha256": "52ce834b2a4d265fbc351338655977023ddb61b0363f5f6a4fd096e6c70154b0", | |
| "dataset_paths": [ | |
| "data/round3-replay", | |
| "data/mind2web-v1", | |
| "data/multistep-live-v2", | |
| "data/navigation-live-v3", | |
| "data/protocol-read-live-v1", | |
| "data/protocol-augmentation-v1", | |
| "data/viewport-live-v1", | |
| "data/protocol-training-v2" | |
| ], | |
| "initialized_from": "runs/gomini-full-003/best", | |
| "source_replay_weights": { | |
| "agentgo_viewport_lab": 8, | |
| "agentgo_navigation_lab": 8, | |
| "agentgo_protocol_read_lab": 6, | |
| "agentgo_multistep_lab": 3, | |
| "mind2web_cc_by_4": 2 | |
| }, | |
| "required_development_sources": [ | |
| "agentgo_multistep_lab", | |
| "agentgo_navigation_lab", | |
| "agentgo_protocol_read_lab", | |
| "agentgo_viewport_lab", | |
| "agentgo_viewport_lab/viewport_below", | |
| "agentgo_viewport_lab/viewport_above", | |
| "agentgo_viewport_lab/viewport_visible", | |
| "agentgo_viewport_lab/viewport_previous_page", | |
| "agentgo_viewport_lab/viewport_pending", | |
| "agentgo_viewport_lab/viewport_disabled", | |
| "agentgo_viewport_lab/viewport_ambiguous", | |
| "agentgo_viewport_lab/viewport_stale", | |
| "agentgo_viewport_lab/viewport_exhausted", | |
| "agentgo_viewport_lab/viewport_cancelled", | |
| "agentgo_viewport_lab/viewport_completed", | |
| "agentgo_viewport_lab/viewport_missing", | |
| "agentgo_navigation_lab/navigation_below", | |
| "agentgo_navigation_lab/navigation_above", | |
| "agentgo_navigation_lab/navigation_visible", | |
| "agentgo_navigation_lab/navigation_previous_page", | |
| "agentgo_navigation_lab/navigation_pending", | |
| "agentgo_navigation_lab/navigation_disabled", | |
| "agentgo_navigation_lab/navigation_ambiguous", | |
| "agentgo_navigation_lab/navigation_stale", | |
| "agentgo_navigation_lab/navigation_exhausted", | |
| "agentgo_navigation_lab/navigation_cancelled", | |
| "agentgo_navigation_lab/navigation_completed", | |
| "agentgo_navigation_lab/navigation_missing", | |
| "agentgo_protocol_read_lab/protocol_observe.text", | |
| "agentgo_protocol_read_lab/protocol_observe.links", | |
| "agentgo_protocol_read_lab/protocol_observe.tables", | |
| "agentgo_protocol_read_lab/protocol_observe.forms", | |
| "agentgo_protocol_read_lab/protocol_observe.page_metadata", | |
| "agentgo_protocol_read_lab/protocol_observe.lists", | |
| "agentgo_protocol_read_lab/protocol_observe.images", | |
| "agentgo_protocol_read_lab/protocol_runtime.get_value", | |
| "agentgo_protocol_read_lab/protocol_runtime.get_text", | |
| "agentgo_protocol_read_lab/protocol_runtime.get_attribute", | |
| "agentgo_protocol_read_lab/protocol_runtime.get_html", | |
| "agentgo_protocol_read_lab/protocol_runtime.get_rect", | |
| "agentgo_protocol_read_lab/protocol_observe.viewport", | |
| "agentgo_protocol_read_lab/protocol_observe.computed_style", | |
| "agentgo_protocol_read_lab/protocol_observe.loading_indicators", | |
| "agentgo_protocol_read_lab/protocol_observe.shadow_roots", | |
| "agentgo_protocol_read_lab/protocol_observe.canvas", | |
| "agentgo_protocol_read_lab/protocol_observe.layout", | |
| "agentgo_protocol_read_lab/protocol_observe.dom_subtree" | |
| ], | |
| "required_source_target": 0.98, | |
| "data_files": [ | |
| { | |
| "path": "data/round3-replay/train.jsonl", | |
| "sha256": "f138b331fe0afbd559f5d979277e5777db9889375d66d3154ddc895e8250e698" | |
| }, | |
| { | |
| "path": "data/mind2web-v1/train.jsonl", | |
| "sha256": "1424f8dfac7fe5aa1539699d23d6b6e2e6758cde21e099912cf19bd7cf649837" | |
| }, | |
| { | |
| "path": "data/multistep-live-v2/train.jsonl", | |
| "sha256": "8b13e3bc30dac8332b1e862b8cbfef618c204fd06c055511d1c21ef03c47d935" | |
| }, | |
| { | |
| "path": "data/navigation-live-v3/train.jsonl", | |
| "sha256": "1ae712c238e2c9e0ae054575c8b7b46fcfb6fe27a6541ff4dfdfefd445c1006d" | |
| }, | |
| { | |
| "path": "data/protocol-read-live-v1/train.jsonl", | |
| "sha256": "dcd19aea9df3b896b3dc4603ca9cb028815c6bc8bf8a2bd40799fed5ae0161f4" | |
| }, | |
| { | |
| "path": "data/protocol-augmentation-v1/train.jsonl", | |
| "sha256": "6053f972fb6e277b3d2080799847a496939017dcf8b93356261c3da1decf1c55" | |
| }, | |
| { | |
| "path": "data/viewport-live-v1/train.jsonl", | |
| "sha256": "0e6bc9debba099db129eee08511c0bf068f487e249aec6186b2f1738be2194b2" | |
| }, | |
| { | |
| "path": "data/protocol-training-v2/train.jsonl", | |
| "sha256": "321a2dc194528e28de9536040a5538fad6574dbea89a01cc033d63b0ca4436bb" | |
| }, | |
| { | |
| "path": "runs/gomini-full-004/data-snapshot/live-v2/train.jsonl", | |
| "sha256": "743e13b928215d90ca8771c31dd8eae33dd755275b9d009e5cd02bc9429fa638" | |
| }, | |
| { | |
| "path": "data/round3-replay/dev.jsonl", | |
| "sha256": "8bf3a5224591f928ce0e20e7f3b6110769642ba94318554dec402acd01842bc7" | |
| }, | |
| { | |
| "path": "data/mind2web-v1/dev.jsonl", | |
| "sha256": "339a078accd8827e92c66c8272ae7c23d08cc71f61a2d27790e69291ec134d21" | |
| }, | |
| { | |
| "path": "data/multistep-live-v2/dev.jsonl", | |
| "sha256": "252a1358fccabc56543805d397c3c064e4d22b0a8422a717aebdeb16a7551faf" | |
| }, | |
| { | |
| "path": "data/navigation-live-v3/dev.jsonl", | |
| "sha256": "07057f68f4157a5d79ef83da5a085fdb1dc9259a6d7053f1fbb7f63f2c46202b" | |
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| { | |
| "path": "data/protocol-read-live-v1/dev.jsonl", | |
| "sha256": "0d0ebcb829a38d167e2b57a957b00f9b45a9bf94589aea7b7c381cae40300faa" | |
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| { | |
| "path": "data/protocol-augmentation-v1/dev.jsonl", | |
| "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855" | |
| }, | |
| { | |
| "path": "data/viewport-live-v1/dev.jsonl", | |
| "sha256": "baa6692c5f69d18444b174cafbc24db4f79cf08fcbf4f8ef237a5479fdad2592" | |
| }, | |
| { | |
| "path": "data/protocol-training-v2/dev.jsonl", | |
| "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855" | |
| }, | |
| { | |
| "path": "runs/gomini-full-004/data-snapshot/live-v2/dev.jsonl", | |
| "sha256": "c87eb85393e566c7de40ed1f7bade749ad875168521cebf3d7e1efc556be6210" | |
| } | |
| ], | |
| "unique_accepted_training_records": 53146, | |
| "unique_accepted_development_records": 17590 | |
| } | |