Image-Text-to-Text
MLX
Safetensors
qwen3_5_moe
anura
genysis-iq
agentic
coding
vision
tool-use
conversational
4-bit precision
Instructions to use wsgpolar/Anura-R1-Ultra with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use wsgpolar/Anura-R1-Ultra with MLX:
# Make sure mlx-vlm is installed # pip install --upgrade mlx-vlm from mlx_vlm import load, generate from mlx_vlm.prompt_utils import apply_chat_template from mlx_vlm.utils import load_config # Load the model model, processor = load("wsgpolar/Anura-R1-Ultra") config = load_config("wsgpolar/Anura-R1-Ultra") # Prepare input image = ["http://images.cocodataset.org/val2017/000000039769.jpg"] prompt = "Describe this image." # Apply chat template formatted_prompt = apply_chat_template( processor, config, prompt, num_images=1 ) # Generate output output = generate(model, processor, formatted_prompt, image) print(output) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Pi
How to use wsgpolar/Anura-R1-Ultra with Pi:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "wsgpolar/Anura-R1-Ultra"
Configure the model in Pi
# Install Pi: npm install -g @earendil-works/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "mlx-lm": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "wsgpolar/Anura-R1-Ultra" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent
How to use wsgpolar/Anura-R1-Ultra with Hermes Agent:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "wsgpolar/Anura-R1-Ultra"
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default wsgpolar/Anura-R1-Ultra
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use wsgpolar/Anura-R1-Ultra with OpenClaw:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "wsgpolar/Anura-R1-Ultra"
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "wsgpolar/Anura-R1-Ultra" \ --custom-provider-id mlx-lm \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
Back up training/adapters
Browse files- training/adapters/anura-r1-ultra-lora-r2/adapter_config.json +111 -0
- training/adapters/anura-r1-ultra-lora-r2/checkpoint-00030.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora-r2/checkpoint-00060.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora-r2/checkpoint-00090.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora-r2/checkpoint-00120.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora-r2/train_args.json +30 -0
- training/adapters/anura-r1-ultra-lora-r3/adapter_config.json +111 -0
- training/adapters/anura-r1-ultra-lora-r3/adapters.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora-r3/checkpoint-00040.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora-r3/checkpoint-00080.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora-r3/checkpoint-00120.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora-r3/final.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora-r3/train_args.json +30 -0
- training/adapters/anura-r1-ultra-lora/adapter_config.json +111 -0
- training/adapters/anura-r1-ultra-lora/adapters.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora/checkpoint-00040.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora/checkpoint-00080.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora/checkpoint-00120.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora/checkpoint-00160.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora/checkpoint-00200.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora/checkpoint-00240.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora/checkpoint-00280.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora/checkpoint-00320.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora/checkpoint-00360.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora/step80-backup.safetensors +3 -0
- training/adapters/anura-r1-ultra-lora/train_args.json +30 -0
- training/adapters/dev-lw/adapter_config.json +61 -0
- training/adapters/dev-lw/adapters.safetensors +3 -0
- training/adapters/dev-lw/checkpoint-00020.safetensors +3 -0
- training/adapters/dev-lw/checkpoint-00040.safetensors +3 -0
- training/adapters/dev-lw/train_args.json +28 -0
- training/adapters/dev-test/adapter_config.json +61 -0
- training/adapters/dev-test/adapters.safetensors +3 -0
- training/adapters/dev-test/checkpoint-00020.safetensors +3 -0
- training/adapters/dev-test/checkpoint-00040.safetensors +3 -0
- training/adapters/dev-test/train_args.json +25 -0
- training/adapters/r2-step120/adapter_config.json +111 -0
- training/adapters/r2-step120/adapters.safetensors +3 -0
- training/adapters/r3-final/adapter_config.json +111 -0
- training/adapters/r3-final/adapters.safetensors +3 -0
training/adapters/anura-r1-ultra-lora-r2/adapter_config.json
ADDED
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+
{
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"fine_tune_type": "lora",
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"lora_parameters": {
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"dropout": 0.0,
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"keys": [
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"language_model.model.layers.39.mlp.shared_expert.up_proj",
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"language_model.model.layers.39.mlp.shared_expert.gate_proj",
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|
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|
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|
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|
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|
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|
| 49 |
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"language_model.model.layers.32.mlp.shared_expert.up_proj",
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|
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|
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|
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"language_model.model.layers.31.mlp.shared_expert.gate_proj",
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|
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"language_model.model.layers.31.self_attn.v_proj",
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|
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|
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|
| 80 |
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| 81 |
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| 82 |
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|
| 83 |
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"language_model.model.layers.27.mlp.shared_expert.gate_proj",
|
| 84 |
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|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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"language_model.model.layers.26.mlp.shared_expert.gate_proj",
|
| 91 |
+
"language_model.model.layers.26.linear_attn.out_proj",
|
| 92 |
+
"language_model.model.layers.26.linear_attn.in_proj_z",
|
| 93 |
+
"language_model.model.layers.26.linear_attn.in_proj_qkv",
|
| 94 |
+
"language_model.model.layers.25.mlp.shared_expert.up_proj",
|
| 95 |
+
"language_model.model.layers.25.mlp.shared_expert.down_proj",
|
| 96 |
+
"language_model.model.layers.25.mlp.shared_expert.gate_proj",
|
| 97 |
+
"language_model.model.layers.25.linear_attn.out_proj",
|
| 98 |
+
"language_model.model.layers.25.linear_attn.in_proj_z",
|
| 99 |
+
"language_model.model.layers.25.linear_attn.in_proj_qkv",
|
| 100 |
+
"language_model.model.layers.24.mlp.shared_expert.up_proj",
|
| 101 |
+
"language_model.model.layers.24.mlp.shared_expert.down_proj",
|
| 102 |
+
"language_model.model.layers.24.mlp.shared_expert.gate_proj",
|
| 103 |
+
"language_model.model.layers.24.linear_attn.out_proj",
|
| 104 |
+
"language_model.model.layers.24.linear_attn.in_proj_z",
|
| 105 |
+
"language_model.model.layers.24.linear_attn.in_proj_qkv"
|
| 106 |
+
],
|
| 107 |
+
"rank": 16,
|
| 108 |
+
"scale": 2.0
|
| 109 |
+
},
|
| 110 |
+
"num_layers": -1
|
| 111 |
+
}
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training/adapters/anura-r1-ultra-lora-r2/checkpoint-00030.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1195ef4c2dc0d47b7caf39877c7668edea24a850816caec78b8b388e9510b45c
|
| 3 |
+
size 30697232
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training/adapters/anura-r1-ultra-lora-r2/checkpoint-00060.safetensors
ADDED
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@@ -0,0 +1,3 @@
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+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:967e6a9fda514395fd884d76bedaae5ce301d1e26cedae01487eadcdd1dc8283
|
| 3 |
+
size 30697232
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training/adapters/anura-r1-ultra-lora-r2/checkpoint-00090.safetensors
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:072746f219cf17584d557ed96bfd3b8a2b604bc12dd3a663cfc229dff3b29be0
|
| 3 |
+
size 30697232
|
training/adapters/anura-r1-ultra-lora-r2/checkpoint-00120.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:87dd5bdb3d518a34063a40ebbf15fa1a438412c3d4b04f8462f394e4370a34c4
|
| 3 |
+
size 30697232
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training/adapters/anura-r1-ultra-lora-r2/train_args.json
ADDED
|
@@ -0,0 +1,30 @@
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{
|
| 2 |
+
"model": "models/base/Qwen3.6-35B-A3B-4bit",
|
| 3 |
+
"data": "data/train_r2.jsonl",
|
| 4 |
+
"valid": "data/valid.jsonl",
|
| 5 |
+
"out": "models/adapters/anura-r1-ultra-lora-r2",
|
| 6 |
+
"rank": 16,
|
| 7 |
+
"lora_layers": 16,
|
| 8 |
+
"alpha": 32.0,
|
| 9 |
+
"dropout": 0.0,
|
| 10 |
+
"lr": 5e-05,
|
| 11 |
+
"min_lr": 5e-06,
|
| 12 |
+
"epochs": 1.0,
|
| 13 |
+
"warmup": 10,
|
| 14 |
+
"batch_tokens": 5120,
|
| 15 |
+
"max_len": 5120,
|
| 16 |
+
"grad_accum": 1,
|
| 17 |
+
"grad_clip": 1.0,
|
| 18 |
+
"grad_checkpoint": false,
|
| 19 |
+
"gdn_chunk": 32,
|
| 20 |
+
"loss_chunk": 512,
|
| 21 |
+
"attn_chunk": 1024,
|
| 22 |
+
"layerwise": true,
|
| 23 |
+
"eval_every": 30,
|
| 24 |
+
"save_every": 30,
|
| 25 |
+
"seed": 2,
|
| 26 |
+
"resume": "models/adapters/anura-r1-ultra-lora",
|
| 27 |
+
"start_step": 0,
|
| 28 |
+
"cache_limit_gb": -1,
|
| 29 |
+
"max_steps": 0
|
| 30 |
+
}
|
training/adapters/anura-r1-ultra-lora-r3/adapter_config.json
ADDED
|
@@ -0,0 +1,111 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"fine_tune_type": "lora",
|
| 3 |
+
"lora_parameters": {
|
| 4 |
+
"dropout": 0.0,
|
| 5 |
+
"keys": [
|
| 6 |
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|
| 7 |
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|
| 8 |
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"language_model.model.layers.39.mlp.shared_expert.gate_proj",
|
| 9 |
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"language_model.model.layers.39.self_attn.o_proj",
|
| 10 |
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"language_model.model.layers.39.self_attn.v_proj",
|
| 11 |
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"language_model.model.layers.39.self_attn.k_proj",
|
| 12 |
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"language_model.model.layers.39.self_attn.q_proj",
|
| 13 |
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"language_model.model.layers.38.mlp.shared_expert.up_proj",
|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
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|
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|
| 72 |
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|
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|
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
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|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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"language_model.model.layers.26.linear_attn.in_proj_z",
|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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"language_model.model.layers.25.linear_attn.out_proj",
|
| 98 |
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|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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|
| 104 |
+
"language_model.model.layers.24.linear_attn.in_proj_z",
|
| 105 |
+
"language_model.model.layers.24.linear_attn.in_proj_qkv"
|
| 106 |
+
],
|
| 107 |
+
"rank": 16,
|
| 108 |
+
"scale": 2.0
|
| 109 |
+
},
|
| 110 |
+
"num_layers": -1
|
| 111 |
+
}
|
training/adapters/anura-r1-ultra-lora-r3/adapters.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0dbbf7c6907cecd6b82679eb8675599e28580760143d8a9d84b9ada834c5ac91
|
| 3 |
+
size 30697232
|
training/adapters/anura-r1-ultra-lora-r3/checkpoint-00040.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:85e17aa3dcc2f84139b607d759ce73f7ee766824f49a340dce2d01eb15d3f460
|
| 3 |
+
size 30697232
|
training/adapters/anura-r1-ultra-lora-r3/checkpoint-00080.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:49a0ca5ee2ae539813faf9e90e67b8e2bfc68fdf372e890ddb8c77c0e9c92950
|
| 3 |
+
size 30697232
|
training/adapters/anura-r1-ultra-lora-r3/checkpoint-00120.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:332e533b81e9acc39568c9c6508b2dc7e1d63515617582e8cc9a04af99b3ab8a
|
| 3 |
+
size 30697232
|
training/adapters/anura-r1-ultra-lora-r3/final.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0dbbf7c6907cecd6b82679eb8675599e28580760143d8a9d84b9ada834c5ac91
|
| 3 |
+
size 30697232
|
training/adapters/anura-r1-ultra-lora-r3/train_args.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model": "models/base/Qwen3.6-35B-A3B-4bit",
|
| 3 |
+
"data": "data/train_r3.jsonl",
|
| 4 |
+
"valid": "data/valid.jsonl",
|
| 5 |
+
"out": "models/adapters/anura-r1-ultra-lora-r3",
|
| 6 |
+
"rank": 16,
|
| 7 |
+
"lora_layers": 16,
|
| 8 |
+
"alpha": 32.0,
|
| 9 |
+
"dropout": 0.0,
|
| 10 |
+
"lr": 3e-05,
|
| 11 |
+
"min_lr": 3e-06,
|
| 12 |
+
"epochs": 1.0,
|
| 13 |
+
"warmup": 10,
|
| 14 |
+
"batch_tokens": 5120,
|
| 15 |
+
"max_len": 5120,
|
| 16 |
+
"grad_accum": 1,
|
| 17 |
+
"grad_clip": 1.0,
|
| 18 |
+
"grad_checkpoint": false,
|
| 19 |
+
"gdn_chunk": 32,
|
| 20 |
+
"loss_chunk": 512,
|
| 21 |
+
"attn_chunk": 1024,
|
| 22 |
+
"layerwise": true,
|
| 23 |
+
"eval_every": 40,
|
| 24 |
+
"save_every": 40,
|
| 25 |
+
"seed": 3,
|
| 26 |
+
"resume": "models/adapters/anura-r1-ultra-lora",
|
| 27 |
+
"start_step": 0,
|
| 28 |
+
"cache_limit_gb": -1,
|
| 29 |
+
"max_steps": 0
|
| 30 |
+
}
|
training/adapters/anura-r1-ultra-lora/adapter_config.json
ADDED
|
@@ -0,0 +1,111 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
| 1 |
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training/adapters/anura-r1-ultra-lora/adapters.safetensors
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training/adapters/anura-r1-ultra-lora/checkpoint-00120.safetensors
ADDED
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ADDED
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training/adapters/anura-r1-ultra-lora/checkpoint-00240.safetensors
ADDED
|
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version https://git-lfs.github.com/spec/v1
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training/adapters/anura-r1-ultra-lora/checkpoint-00280.safetensors
ADDED
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training/adapters/anura-r1-ultra-lora/checkpoint-00320.safetensors
ADDED
|
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version https://git-lfs.github.com/spec/v1
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training/adapters/anura-r1-ultra-lora/checkpoint-00360.safetensors
ADDED
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training/adapters/anura-r1-ultra-lora/step80-backup.safetensors
ADDED
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training/adapters/anura-r1-ultra-lora/train_args.json
ADDED
|
@@ -0,0 +1,30 @@
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
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|
| 3 |
+
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|
| 4 |
+
"valid": "data/valid.jsonl",
|
| 5 |
+
"out": "models/adapters/anura-r1-ultra-lora",
|
| 6 |
+
"rank": 16,
|
| 7 |
+
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|
| 8 |
+
"alpha": 32.0,
|
| 9 |
+
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|
| 10 |
+
"lr": 0.0001,
|
| 11 |
+
"min_lr": 5e-06,
|
| 12 |
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|
| 13 |
+
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|
| 14 |
+
"batch_tokens": 5120,
|
| 15 |
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|
| 16 |
+
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|
| 17 |
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|
| 18 |
+
"grad_checkpoint": false,
|
| 19 |
+
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|
| 20 |
+
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|
| 21 |
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"attn_chunk": 1024,
|
| 22 |
+
"layerwise": true,
|
| 23 |
+
"eval_every": 40,
|
| 24 |
+
"save_every": 40,
|
| 25 |
+
"seed": 1,
|
| 26 |
+
"resume": "models/adapters/anura-r1-ultra-lora",
|
| 27 |
+
"start_step": 80,
|
| 28 |
+
"cache_limit_gb": -1,
|
| 29 |
+
"max_steps": 0
|
| 30 |
+
}
|
training/adapters/dev-lw/adapter_config.json
ADDED
|
@@ -0,0 +1,61 @@
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|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
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|
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|
|
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|
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|
|
|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
|
|
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|
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|
|
|
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|
|
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|
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|
|
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|
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|
|
|
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|
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|
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|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"fine_tune_type": "lora",
|
| 3 |
+
"lora_parameters": {
|
| 4 |
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|
| 5 |
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"keys": [
|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 23 |
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|
| 24 |
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"language_model.model.layers.21.linear_attn.in_proj_qkv",
|
| 25 |
+
"language_model.model.layers.20.mlp.up_proj",
|
| 26 |
+
"language_model.model.layers.20.mlp.down_proj",
|
| 27 |
+
"language_model.model.layers.20.mlp.gate_proj",
|
| 28 |
+
"language_model.model.layers.20.linear_attn.out_proj",
|
| 29 |
+
"language_model.model.layers.20.linear_attn.in_proj_z",
|
| 30 |
+
"language_model.model.layers.20.linear_attn.in_proj_qkv",
|
| 31 |
+
"language_model.model.layers.19.mlp.up_proj",
|
| 32 |
+
"language_model.model.layers.19.mlp.down_proj",
|
| 33 |
+
"language_model.model.layers.19.mlp.gate_proj",
|
| 34 |
+
"language_model.model.layers.19.self_attn.o_proj",
|
| 35 |
+
"language_model.model.layers.19.self_attn.v_proj",
|
| 36 |
+
"language_model.model.layers.19.self_attn.k_proj",
|
| 37 |
+
"language_model.model.layers.19.self_attn.q_proj",
|
| 38 |
+
"language_model.model.layers.18.mlp.up_proj",
|
| 39 |
+
"language_model.model.layers.18.mlp.down_proj",
|
| 40 |
+
"language_model.model.layers.18.mlp.gate_proj",
|
| 41 |
+
"language_model.model.layers.18.linear_attn.out_proj",
|
| 42 |
+
"language_model.model.layers.18.linear_attn.in_proj_z",
|
| 43 |
+
"language_model.model.layers.18.linear_attn.in_proj_qkv",
|
| 44 |
+
"language_model.model.layers.17.mlp.up_proj",
|
| 45 |
+
"language_model.model.layers.17.mlp.down_proj",
|
| 46 |
+
"language_model.model.layers.17.mlp.gate_proj",
|
| 47 |
+
"language_model.model.layers.17.linear_attn.out_proj",
|
| 48 |
+
"language_model.model.layers.17.linear_attn.in_proj_z",
|
| 49 |
+
"language_model.model.layers.17.linear_attn.in_proj_qkv",
|
| 50 |
+
"language_model.model.layers.16.mlp.up_proj",
|
| 51 |
+
"language_model.model.layers.16.mlp.down_proj",
|
| 52 |
+
"language_model.model.layers.16.mlp.gate_proj",
|
| 53 |
+
"language_model.model.layers.16.linear_attn.out_proj",
|
| 54 |
+
"language_model.model.layers.16.linear_attn.in_proj_z",
|
| 55 |
+
"language_model.model.layers.16.linear_attn.in_proj_qkv"
|
| 56 |
+
],
|
| 57 |
+
"rank": 16,
|
| 58 |
+
"scale": 2.0
|
| 59 |
+
},
|
| 60 |
+
"num_layers": -1
|
| 61 |
+
}
|
training/adapters/dev-lw/adapters.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:febc58421b629a432c250cff48a189256879544bc058b9ac53a534e9d79900a5
|
| 3 |
+
size 13643964
|
training/adapters/dev-lw/checkpoint-00020.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a4c47471c4a8ce8d6120610e7f6429a0a1d420ae12507a839cf0502aad227571
|
| 3 |
+
size 13643964
|
training/adapters/dev-lw/checkpoint-00040.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:febc58421b629a432c250cff48a189256879544bc058b9ac53a534e9d79900a5
|
| 3 |
+
size 13643964
|
training/adapters/dev-lw/train_args.json
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model": "models/dev/Qwen3.5-0.8B-4bit",
|
| 3 |
+
"data": "data/dev_train.jsonl",
|
| 4 |
+
"valid": "data/dev_valid.jsonl",
|
| 5 |
+
"out": "models/adapters/dev-lw",
|
| 6 |
+
"rank": 16,
|
| 7 |
+
"lora_layers": 8,
|
| 8 |
+
"alpha": 32,
|
| 9 |
+
"dropout": 0.0,
|
| 10 |
+
"lr": 0.0002,
|
| 11 |
+
"min_lr": 5e-06,
|
| 12 |
+
"epochs": 2.0,
|
| 13 |
+
"warmup": 5,
|
| 14 |
+
"batch_tokens": 4096,
|
| 15 |
+
"max_len": 4096,
|
| 16 |
+
"grad_accum": 1,
|
| 17 |
+
"grad_clip": 1.0,
|
| 18 |
+
"grad_checkpoint": false,
|
| 19 |
+
"gdn_chunk": 32,
|
| 20 |
+
"loss_chunk": 512,
|
| 21 |
+
"attn_chunk": 1024,
|
| 22 |
+
"layerwise": true,
|
| 23 |
+
"eval_every": 20,
|
| 24 |
+
"save_every": 20,
|
| 25 |
+
"seed": 0,
|
| 26 |
+
"resume": null,
|
| 27 |
+
"max_steps": 40
|
| 28 |
+
}
|
training/adapters/dev-test/adapter_config.json
ADDED
|
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"fine_tune_type": "lora",
|
| 3 |
+
"lora_parameters": {
|
| 4 |
+
"dropout": 0.05,
|
| 5 |
+
"keys": [
|
| 6 |
+
"language_model.model.layers.23.mlp.up_proj",
|
| 7 |
+
"language_model.model.layers.23.mlp.down_proj",
|
| 8 |
+
"language_model.model.layers.23.mlp.gate_proj",
|
| 9 |
+
"language_model.model.layers.23.self_attn.o_proj",
|
| 10 |
+
"language_model.model.layers.23.self_attn.v_proj",
|
| 11 |
+
"language_model.model.layers.23.self_attn.k_proj",
|
| 12 |
+
"language_model.model.layers.23.self_attn.q_proj",
|
| 13 |
+
"language_model.model.layers.22.mlp.up_proj",
|
| 14 |
+
"language_model.model.layers.22.mlp.down_proj",
|
| 15 |
+
"language_model.model.layers.22.mlp.gate_proj",
|
| 16 |
+
"language_model.model.layers.22.linear_attn.out_proj",
|
| 17 |
+
"language_model.model.layers.22.linear_attn.in_proj_z",
|
| 18 |
+
"language_model.model.layers.22.linear_attn.in_proj_qkv",
|
| 19 |
+
"language_model.model.layers.21.mlp.up_proj",
|
| 20 |
+
"language_model.model.layers.21.mlp.down_proj",
|
| 21 |
+
"language_model.model.layers.21.mlp.gate_proj",
|
| 22 |
+
"language_model.model.layers.21.linear_attn.out_proj",
|
| 23 |
+
"language_model.model.layers.21.linear_attn.in_proj_z",
|
| 24 |
+
"language_model.model.layers.21.linear_attn.in_proj_qkv",
|
| 25 |
+
"language_model.model.layers.20.mlp.up_proj",
|
| 26 |
+
"language_model.model.layers.20.mlp.down_proj",
|
| 27 |
+
"language_model.model.layers.20.mlp.gate_proj",
|
| 28 |
+
"language_model.model.layers.20.linear_attn.out_proj",
|
| 29 |
+
"language_model.model.layers.20.linear_attn.in_proj_z",
|
| 30 |
+
"language_model.model.layers.20.linear_attn.in_proj_qkv",
|
| 31 |
+
"language_model.model.layers.19.mlp.up_proj",
|
| 32 |
+
"language_model.model.layers.19.mlp.down_proj",
|
| 33 |
+
"language_model.model.layers.19.mlp.gate_proj",
|
| 34 |
+
"language_model.model.layers.19.self_attn.o_proj",
|
| 35 |
+
"language_model.model.layers.19.self_attn.v_proj",
|
| 36 |
+
"language_model.model.layers.19.self_attn.k_proj",
|
| 37 |
+
"language_model.model.layers.19.self_attn.q_proj",
|
| 38 |
+
"language_model.model.layers.18.mlp.up_proj",
|
| 39 |
+
"language_model.model.layers.18.mlp.down_proj",
|
| 40 |
+
"language_model.model.layers.18.mlp.gate_proj",
|
| 41 |
+
"language_model.model.layers.18.linear_attn.out_proj",
|
| 42 |
+
"language_model.model.layers.18.linear_attn.in_proj_z",
|
| 43 |
+
"language_model.model.layers.18.linear_attn.in_proj_qkv",
|
| 44 |
+
"language_model.model.layers.17.mlp.up_proj",
|
| 45 |
+
"language_model.model.layers.17.mlp.down_proj",
|
| 46 |
+
"language_model.model.layers.17.mlp.gate_proj",
|
| 47 |
+
"language_model.model.layers.17.linear_attn.out_proj",
|
| 48 |
+
"language_model.model.layers.17.linear_attn.in_proj_z",
|
| 49 |
+
"language_model.model.layers.17.linear_attn.in_proj_qkv",
|
| 50 |
+
"language_model.model.layers.16.mlp.up_proj",
|
| 51 |
+
"language_model.model.layers.16.mlp.down_proj",
|
| 52 |
+
"language_model.model.layers.16.mlp.gate_proj",
|
| 53 |
+
"language_model.model.layers.16.linear_attn.out_proj",
|
| 54 |
+
"language_model.model.layers.16.linear_attn.in_proj_z",
|
| 55 |
+
"language_model.model.layers.16.linear_attn.in_proj_qkv"
|
| 56 |
+
],
|
| 57 |
+
"rank": 16,
|
| 58 |
+
"scale": 2.0
|
| 59 |
+
},
|
| 60 |
+
"num_layers": -1
|
| 61 |
+
}
|
training/adapters/dev-test/adapters.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:32752501f1fe26135293442125412ffb4534de5b93987a282216218100003b1e
|
| 3 |
+
size 13643964
|
training/adapters/dev-test/checkpoint-00020.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:f217e486140a385447bf1e83c9b843398a654fb7a45e33190dbe6d751263f7f8
|
| 3 |
+
size 13643964
|
training/adapters/dev-test/checkpoint-00040.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:32752501f1fe26135293442125412ffb4534de5b93987a282216218100003b1e
|
| 3 |
+
size 13643964
|
training/adapters/dev-test/train_args.json
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model": "models/dev/Qwen3.5-0.8B-4bit",
|
| 3 |
+
"data": "data/dev_train.jsonl",
|
| 4 |
+
"valid": "data/dev_valid.jsonl",
|
| 5 |
+
"out": "models/adapters/dev-test",
|
| 6 |
+
"rank": 16,
|
| 7 |
+
"lora_layers": 8,
|
| 8 |
+
"alpha": 32,
|
| 9 |
+
"dropout": 0.05,
|
| 10 |
+
"lr": 0.0002,
|
| 11 |
+
"min_lr": 5e-06,
|
| 12 |
+
"epochs": 2.0,
|
| 13 |
+
"warmup": 5,
|
| 14 |
+
"batch_tokens": 4096,
|
| 15 |
+
"max_len": 4096,
|
| 16 |
+
"grad_accum": 1,
|
| 17 |
+
"grad_clip": 1.0,
|
| 18 |
+
"grad_checkpoint": true,
|
| 19 |
+
"gdn_chunk": 32,
|
| 20 |
+
"eval_every": 20,
|
| 21 |
+
"save_every": 20,
|
| 22 |
+
"seed": 0,
|
| 23 |
+
"resume": null,
|
| 24 |
+
"max_steps": 40
|
| 25 |
+
}
|
training/adapters/r2-step120/adapter_config.json
ADDED
|
@@ -0,0 +1,111 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"fine_tune_type": "lora",
|
| 3 |
+
"lora_parameters": {
|
| 4 |
+
"dropout": 0.0,
|
| 5 |
+
"keys": [
|
| 6 |
+
"language_model.model.layers.39.mlp.shared_expert.up_proj",
|
| 7 |
+
"language_model.model.layers.39.mlp.shared_expert.down_proj",
|
| 8 |
+
"language_model.model.layers.39.mlp.shared_expert.gate_proj",
|
| 9 |
+
"language_model.model.layers.39.self_attn.o_proj",
|
| 10 |
+
"language_model.model.layers.39.self_attn.v_proj",
|
| 11 |
+
"language_model.model.layers.39.self_attn.k_proj",
|
| 12 |
+
"language_model.model.layers.39.self_attn.q_proj",
|
| 13 |
+
"language_model.model.layers.38.mlp.shared_expert.up_proj",
|
| 14 |
+
"language_model.model.layers.38.mlp.shared_expert.down_proj",
|
| 15 |
+
"language_model.model.layers.38.mlp.shared_expert.gate_proj",
|
| 16 |
+
"language_model.model.layers.38.linear_attn.out_proj",
|
| 17 |
+
"language_model.model.layers.38.linear_attn.in_proj_z",
|
| 18 |
+
"language_model.model.layers.38.linear_attn.in_proj_qkv",
|
| 19 |
+
"language_model.model.layers.37.mlp.shared_expert.up_proj",
|
| 20 |
+
"language_model.model.layers.37.mlp.shared_expert.down_proj",
|
| 21 |
+
"language_model.model.layers.37.mlp.shared_expert.gate_proj",
|
| 22 |
+
"language_model.model.layers.37.linear_attn.out_proj",
|
| 23 |
+
"language_model.model.layers.37.linear_attn.in_proj_z",
|
| 24 |
+
"language_model.model.layers.37.linear_attn.in_proj_qkv",
|
| 25 |
+
"language_model.model.layers.36.mlp.shared_expert.up_proj",
|
| 26 |
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|
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|
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|
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|
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|
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training/adapters/r2-step120/adapters.safetensors
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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training/adapters/r3-final/adapter_config.json
ADDED
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@@ -0,0 +1,111 @@
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|
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|
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training/adapters/r3-final/adapters.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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