Instructions to use Accio-Lab/occamy-1.0-MLX-nvfp4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use Accio-Lab/occamy-1.0-MLX-nvfp4 with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("Accio-Lab/occamy-1.0-MLX-nvfp4") prompt = "Write a story about Einstein" messages = [{"role": "user", "content": prompt}] prompt = tokenizer.apply_chat_template( messages, add_generation_prompt=True ) text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Pi
How to use Accio-Lab/occamy-1.0-MLX-nvfp4 with Pi:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "Accio-Lab/occamy-1.0-MLX-nvfp4"
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": "Accio-Lab/occamy-1.0-MLX-nvfp4" } ] } } }Run Pi
# Start Pi in your project directory: pi
- MLX LM
How to use Accio-Lab/occamy-1.0-MLX-nvfp4 with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Interactive chat REPL mlx_lm.chat --model "Accio-Lab/occamy-1.0-MLX-nvfp4"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "Accio-Lab/occamy-1.0-MLX-nvfp4" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Accio-Lab/occamy-1.0-MLX-nvfp4", "messages": [ {"role": "user", "content": "Hello"} ] }' - Hermes Agent
How to use Accio-Lab/occamy-1.0-MLX-nvfp4 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 "Accio-Lab/occamy-1.0-MLX-nvfp4"
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 Accio-Lab/occamy-1.0-MLX-nvfp4
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use Accio-Lab/occamy-1.0-MLX-nvfp4 with OpenClaw:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "Accio-Lab/occamy-1.0-MLX-nvfp4"
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 "Accio-Lab/occamy-1.0-MLX-nvfp4" \ --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"
Download validation.json from Accio-Lab/occamy-1.0-MLX-nvfp4: direct link, hf CLI and curl.
- Browser
- Download file 376 kB
-
https://huggingface.co/Accio-Lab/occamy-1.0-MLX-nvfp4/resolve/main/validation.json
- Command line
-
hf download hf://Accio-Lab/occamy-1.0-MLX-nvfp4/validation.json
-
curl -L -o validation.json https://huggingface.co/Accio-Lab/occamy-1.0-MLX-nvfp4/resolve/main/validation.json
376 kB
| { | |
| "key": "nvfp4", | |
| "mode": "nvfp4", | |
| "bits": 4, | |
| "group_size": 16, | |
| "scope": "Complete artifact and native dequantized-value checks, plus eight authored cached greedy fixtures; not a broad benchmark.", | |
| "backend": "Linux native MLX CUDA 12 on NVIDIA B200", | |
| "mac_acceptance": "pending", | |
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| 4, | |
| 1 | |
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| "dtype": "mlx.core.bfloat16", | |
| "all_stored_values_finite": true | |
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| { | |
| "name": "language_model.model.layers.9.linear_attn.A_log", | |
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| { | |
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| "dtype": "mlx.core.bfloat16", | |
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| "name": "language_model.model.layers.8.mlp.shared_expert.up_proj.weight", | |
| "shape": [ | |
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| 256 | |
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| "dtype": "mlx.core.uint32" | |
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| 256 | |
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| "dtype": "mlx.core.uint32" | |
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| { | |
| "name": "language_model.model.layers.8.mlp.shared_expert.gate_proj.scales", | |
| "shape": [ | |
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| 128 | |
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| "dtype": "mlx.core.uint8" | |
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| { | |
| "name": "language_model.model.layers.8.mlp.shared_expert.down_proj.weight", | |
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| { | |
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| "all_stored_values_finite": true | |
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| 256 | |
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| 256 | |
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| "dtype": "mlx.core.uint32" | |
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| { | |
| "name": "language_model.model.layers.7.self_attn.k_proj.scales", | |
| "shape": [ | |
| 512, | |
| 128 | |
| ], | |
| "dtype": "mlx.core.uint8" | |
| }, | |
| { | |
| "name": "language_model.model.layers.7.post_attention_layernorm.weight", | |
| "shape": [ | |
| 2048 | |
| ], | |
| "dtype": "mlx.core.bfloat16", | |
| "all_stored_values_finite": true | |
| }, | |
| { | |
| "name": "language_model.model.layers.7.mlp.switch_mlp.up_proj.scales", | |
| "shape": [ | |
| 256, | |
| 512, | |
| 128 | |
| ], | |
| "dtype": "mlx.core.uint8" | |
| }, | |
| { | |
| "name": "language_model.model.layers.7.mlp.switch_mlp.gate_proj.scales", | |
| "shape": [ | |
| 256, | |
| 512, | |
| 128 | |
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| "dtype": "mlx.core.uint8" | |
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| { | |
| "name": "language_model.model.layers.7.mlp.switch_mlp.down_proj.weight", | |
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| 2048, | |
| 64 | |
| ], | |
| "dtype": "mlx.core.uint32" | |
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| { | |
| "name": "language_model.model.layers.7.mlp.shared_expert_gate.biases", | |
| "shape": [ | |
| 1, | |
| 32 | |
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| "dtype": "mlx.core.bfloat16", | |
| "all_stored_values_finite": true | |
| }, | |
| { | |
| "name": "language_model.model.layers.7.mlp.shared_expert.up_proj.weight", | |
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| 256 | |
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| "dtype": "mlx.core.uint32" | |
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| { | |
| "name": "language_model.model.layers.7.mlp.shared_expert.up_proj.scales", | |
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| 128 | |
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| }, | |
| { | |
| "name": "language_model.model.layers.9.mlp.switch_mlp.down_proj.weight", | |
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| 256, | |
| 2048, | |
| 64 | |
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| 64 | |
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| 512 | |
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| }, | |
| { | |
| "name": "language_model.model.layers.7.mlp.gate.biases", | |
| "shape": [ | |
| 256, | |
| 32 | |
| ], | |
| "dtype": "mlx.core.bfloat16", | |
| "all_stored_values_finite": true | |
| }, | |
| { | |
| "name": "language_model.model.layers.7.input_layernorm.weight", | |
| "shape": [ | |
| 2048 | |
| ], | |
| "dtype": "mlx.core.bfloat16", | |
| "all_stored_values_finite": true | |
| }, | |
| { | |
| "name": "language_model.model.layers.2.mlp.switch_mlp.up_proj.scales", | |
| "shape": [ | |
| 256, | |
| 512, | |
| 128 | |
| ], | |
| "dtype": "mlx.core.uint8" | |
| }, | |
| { | |
| "name": "language_model.model.layers.2.linear_attn.in_proj_qkv.weight", | |
| "shape": [ | |
| 8192, | |
| 256 | |
| ], | |
| "dtype": "mlx.core.uint32" | |
| }, | |
| { | |
| "name": "language_model.model.layers.2.mlp.switch_mlp.gate_proj.weight", | |
| "shape": [ | |
| 256, | |
| 512, | |
| 256 | |
| ], | |
| "dtype": "mlx.core.uint32" | |
| }, | |
| { | |
| "name": "language_model.model.layers.2.mlp.switch_mlp.down_proj.weight", | |
| "shape": [ | |
| 256, | |
| 2048, | |
| 64 | |
| ], | |
| "dtype": "mlx.core.uint32" | |
| }, | |
| { | |
| "name": "language_model.model.layers.2.mlp.shared_expert.up_proj.scales", | |
| "shape": [ | |
| 512, | |
| 128 | |
| ], | |
| "dtype": "mlx.core.uint8" | |
| }, | |
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| ], | |
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| "name": "language_model.model.layers.33.mlp.shared_expert.up_proj.weight", | |
| "shape": [ | |
| 512, | |
| 256 | |
| ], | |
| "dtype": "mlx.core.uint32" | |
| }, | |
| { | |
| "name": "language_model.model.layers.37.input_layernorm.weight", | |
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| }, | |
| { | |
| "name": "language_model.model.layers.35.self_attn.o_proj.weight", | |
| "shape": [ | |
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| 512 | |
| ], | |
| "dtype": "mlx.core.uint32" | |
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| { | |
| "name": "language_model.model.layers.35.self_attn.q_proj.scales", | |
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| 128 | |
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| "dtype": "mlx.core.uint8" | |
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| { | |
| "name": "language_model.model.layers.36.linear_attn.norm.weight", | |
| "shape": [ | |
| 128 | |
| ], | |
| "dtype": "mlx.core.bfloat16", | |
| "all_stored_values_finite": true | |
| }, | |
| { | |
| "name": "language_model.model.layers.37.linear_attn.in_proj_b.weight", | |
| "shape": [ | |
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| 256 | |
| ], | |
| "dtype": "mlx.core.uint32" | |
| }, | |
| { | |
| "name": "language_model.model.layers.35.self_attn.q_proj.weight", | |
| "shape": [ | |
| 8192, | |
| 256 | |
| ], | |
| "dtype": "mlx.core.uint32" | |
| }, | |
| { | |
| "name": "language_model.model.layers.36.input_layernorm.weight", | |
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| ], | |
| "dtype": "mlx.core.bfloat16", | |
| "all_stored_values_finite": true | |
| }, | |
| { | |
| "name": "language_model.model.layers.36.mlp.switch_mlp.gate_proj.scales", | |
| "shape": [ | |
| 256, | |
| 512, | |
| 128 | |
| ], | |
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| { | |
| "name": "language_model.model.layers.38.mlp.switch_mlp.down_proj.scales", | |
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| 32 | |
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| "name": "language_model.model.layers.36.linear_attn.in_proj_a.scales", | |
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| 32, | |
| 128 | |
| ], | |
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| }, | |
| { | |
| "name": "language_model.model.layers.35.post_attention_layernorm.weight", | |
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| 2048 | |
| ], | |
| "dtype": "mlx.core.bfloat16", | |
| "all_stored_values_finite": true | |
| }, | |
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| "name": "language_model.model.layers.36.linear_attn.in_proj_qkv.scales", | |
| "shape": [ | |
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| 128 | |
| ], | |
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| }, | |
| { | |
| "name": "language_model.model.layers.35.mlp.shared_expert.down_proj.weight", | |
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| 64 | |
| ], | |
| "dtype": "mlx.core.uint32" | |
| }, | |
| { | |
| "name": "language_model.model.layers.36.mlp.gate.biases", | |
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| 32 | |
| ], | |
| "dtype": "mlx.core.bfloat16", | |
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| }, | |
| { | |
| "name": "language_model.model.layers.35.self_attn.q_norm.weight", | |
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| 256 | |
| ], | |
| "dtype": "mlx.core.bfloat16", | |
| "all_stored_values_finite": true | |
| }, | |
| { | |
| "name": "language_model.model.layers.36.linear_attn.in_proj_qkv.weight", | |
| "shape": [ | |
| 8192, | |
| 256 | |
| ], | |
| "dtype": "mlx.core.uint32" | |
| }, | |
| { | |
| "name": "language_model.model.layers.36.linear_attn.in_proj_z.scales", | |
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| ], | |
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| 2048, | |
| 512 | |
| ], | |
| "dtype": "mlx.core.uint32" | |
| }, | |
| { | |
| "name": "language_model.model.layers.35.self_attn.v_proj.scales", | |
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| "name": "language_model.model.layers.36.mlp.gate.weight", | |
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| "name": "language_model.model.layers.36.post_attention_layernorm.weight", | |
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| "dtype": "mlx.core.bfloat16", | |
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| 512, | |
| 256 | |
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| "name": "language_model.model.layers.34.mlp.shared_expert.down_proj.weight", | |
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| "name": "language_model.model.layers.36.mlp.shared_expert.up_proj.weight", | |
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| "name": "language_model.model.layers.37.linear_attn.norm.weight", | |
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| "generation": [ | |
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| "id": "text_en", | |
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| { | |
| "role": "user", | |
| "content": "Explain in two short sentences why dividing a job into smaller tasks can help a team." | |
| } | |
| ], | |
| "content": "Dividing a job into smaller tasks allows team members to specialize and work on specific pieces simultaneously, which significantly increases overall efficiency. This structure also makes it easier to track progress and identify bottlenecks, ensuring the project stays on schedule.", | |
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| { | |
| "id": "text_zh", | |
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| { | |
| "role": "user", | |
| "content": "请用两句话说明为什么重要文件需要备份。" | |
| } | |
| ], | |
| "content": "备份重要文件能有效防止因硬件故障、病毒攻击或人为误删导致的数据永久丢失。它是确保业务连续性和个人记忆安全的最基础且关键的防御措施。", | |
| "expected": null, | |
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| { | |
| "id": "math_1", | |
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| { | |
| "role": "user", | |
| "content": "Return only the integer: 37 + 58." | |
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| ], | |
| "content": "95", | |
| "expected": "95", | |
| "passed": true, | |
| "finish_reason": "stop", | |
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| { | |
| "id": "math_2", | |
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| { | |
| "role": "user", | |
| "content": "Return only the integer: 144 divided by 12." | |
| } | |
| ], | |
| "content": "12", | |
| "expected": "12", | |
| "passed": true, | |
| "finish_reason": "stop", | |
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| { | |
| "id": "json_1", | |
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| { | |
| "role": "user", | |
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| } | |
| ], | |
| "content": "{\"city\":\"Paris\",\"count\":3}", | |
| "expected": { | |
| "city": "Paris", | |
| "count": 3 | |
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| "tokens": 10, | |
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| }, | |
| { | |
| "id": "json_2", | |
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| { | |
| "role": "user", | |
| "content": "Return only valid JSON with no markdown: an array of the even integers from 2 through 8, in increasing order." | |
| } | |
| ], | |
| "content": "[2, 4, 6, 8]", | |
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| 2, | |
| 4, | |
| 6, | |
| 8 | |
| ], | |
| "passed": true, | |
| "finish_reason": "stop", | |
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| "seconds": 1.323866605758667 | |
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| { | |
| "id": "memory_en", | |
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| { | |
| "role": "user", | |
| "content": "Remember the code word: CORAL-27." | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "The code word is CORAL-27." | |
| }, | |
| { | |
| "role": "user", | |
| "content": "Return only the code word I gave you." | |
| } | |
| ], | |
| "content": "CORAL-27", | |
| "expected": "CORAL-27", | |
| "passed": true, | |
| "finish_reason": "stop", | |
| "tokens": 6, | |
| "full_vocab_finite_logit_checks": 7, | |
| "seconds": 0.7171566486358643 | |
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| { | |
| "id": "memory_zh", | |
| "messages": [ | |
| { | |
| "role": "user", | |
| "content": "记住:仓库编号是海风42。" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "仓库编号是海风42。" | |
| }, | |
| { | |
| "role": "user", | |
| "content": "只回答刚才的仓库编号。" | |
| } | |
| ], | |
| "content": "海风42", | |
| "expected": "海风42", | |
| "passed": true, | |
| "finish_reason": "stop", | |
| "tokens": 5, | |
| "full_vocab_finite_logit_checks": 6, | |
| "seconds": 0.5898313522338867 | |
| } | |
| ], | |
| "all_stored_floating_values_finite": true, | |
| "weight_bytes": 19508964296, | |
| "strict_stock_reload": true, | |
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| "module": "language_model.lm_head", | |
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